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        <a href="cornetto-module.html">Package&nbsp;cornetto</a> ::
        Module&nbsp;cornet
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<h1 class="epydoc">Source Code for <a href="cornetto.cornet-module.html">Module cornetto.cornet</a></h1>
<pre class="py-src">
<a name="L1"></a><tt class="py-lineno">   1</tt>  <tt class="py-line"><tt class="py-comment"># -*- coding: utf-8 -*-</tt> </tt>
<a name="L2"></a><tt class="py-lineno">   2</tt>  <tt class="py-line"> </tt>
<a name="L3"></a><tt class="py-lineno">   3</tt>  <tt class="py-line"><tt class="py-comment"># Copyright (C) 2008-2010 by </tt> </tt>
<a name="L4"></a><tt class="py-lineno">   4</tt>  <tt class="py-line"><tt class="py-comment"># Erwin Marsi and Tilburg University</tt> </tt>
<a name="L5"></a><tt class="py-lineno">   5</tt>  <tt class="py-line"> </tt>
<a name="L6"></a><tt class="py-lineno">   6</tt>  <tt class="py-line"> </tt>
<a name="L7"></a><tt class="py-lineno">   7</tt>  <tt class="py-line"><tt class="py-comment"># This file is part of the Pycornetto package.</tt> </tt>
<a name="L8"></a><tt class="py-lineno">   8</tt>  <tt class="py-line"> </tt>
<a name="L9"></a><tt class="py-lineno">   9</tt>  <tt class="py-line"><tt class="py-comment"># Pycornetto is free software; you can redistribute it and/or modify</tt> </tt>
<a name="L10"></a><tt class="py-lineno">  10</tt>  <tt class="py-line"><tt class="py-comment"># it under the terms of the GNU General Public License as published by</tt> </tt>
<a name="L11"></a><tt class="py-lineno">  11</tt>  <tt class="py-line"><tt class="py-comment"># the Free Software Foundation; either version 3 of the License, or</tt> </tt>
<a name="L12"></a><tt class="py-lineno">  12</tt>  <tt class="py-line"><tt class="py-comment"># (at your option) any later version.</tt> </tt>
<a name="L13"></a><tt class="py-lineno">  13</tt>  <tt class="py-line"> </tt>
<a name="L14"></a><tt class="py-lineno">  14</tt>  <tt class="py-line"><tt class="py-comment"># Pycornetto is distributed in the hope that it will be useful,</tt> </tt>
<a name="L15"></a><tt class="py-lineno">  15</tt>  <tt class="py-line"><tt class="py-comment"># but WITHOUT ANY WARRANTY; without even the implied warranty of</tt> </tt>
<a name="L16"></a><tt class="py-lineno">  16</tt>  <tt class="py-line"><tt class="py-comment"># MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the</tt> </tt>
<a name="L17"></a><tt class="py-lineno">  17</tt>  <tt class="py-line"><tt class="py-comment"># GNU General Public License for more details.</tt> </tt>
<a name="L18"></a><tt class="py-lineno">  18</tt>  <tt class="py-line"> </tt>
<a name="L19"></a><tt class="py-lineno">  19</tt>  <tt class="py-line"><tt class="py-comment"># You should have received a copy of the GNU General Public License</tt> </tt>
<a name="L20"></a><tt class="py-lineno">  20</tt>  <tt class="py-line"><tt class="py-comment"># along with this program.  If not, see &lt;http://www.gnu.org/licenses/&gt;.</tt> </tt>
<a name="L21"></a><tt class="py-lineno">  21</tt>  <tt class="py-line"> </tt>
<a name="L22"></a><tt class="py-lineno">  22</tt>  <tt class="py-line"><tt class="py-docstring">"""</tt> </tt>
<a name="L23"></a><tt class="py-lineno">  23</tt>  <tt class="py-line"><tt class="py-docstring">the Cornet class which exposes the Cornetto xml database</tt> </tt>
<a name="L24"></a><tt class="py-lineno">  24</tt>  <tt class="py-line"><tt class="py-docstring">"""</tt> </tt>
<a name="L25"></a><tt class="py-lineno">  25</tt>  <tt class="py-line"> </tt>
<a name="L26"></a><tt class="py-lineno">  26</tt>  <tt class="py-line"><tt class="py-comment"># BUGS/ISSUES:</tt> </tt>
<a name="L27"></a><tt class="py-lineno">  27</tt>  <tt class="py-line"><tt class="py-comment"># - inst.ask("slang +") takes forever (if no depth limit is set);</tt> </tt>
<a name="L28"></a><tt class="py-lineno">  28</tt>  <tt class="py-line"><tt class="py-comment">#   perhaps change search from recursive DFS to deqeue based BFS?</tt> </tt>
<a name="L29"></a><tt class="py-lineno">  29</tt>  <tt class="py-line"> </tt>
<a name="L30"></a><tt class="py-lineno">  30</tt>  <tt class="py-line"><tt class="py-comment"># TODO:</tt> </tt>
<a name="L31"></a><tt class="py-lineno">  31</tt>  <tt class="py-line"><tt class="py-comment"># - deal with multi word units</tt> </tt>
<a name="L32"></a><tt class="py-lineno">  32</tt>  <tt class="py-line"><tt class="py-comment"># - write unit tests</tt> </tt>
<a name="L33"></a><tt class="py-lineno">  33</tt>  <tt class="py-line"><tt class="py-comment"># - remove code to circumvent bugs in the cornetto db</tt> </tt>
<a name="L34"></a><tt class="py-lineno">  34</tt>  <tt class="py-line"><tt class="py-comment"># - more code comments</tt> </tt>
<a name="L35"></a><tt class="py-lineno">  35</tt>  <tt class="py-line"> </tt>
<a name="L36"></a><tt class="py-lineno">  36</tt>  <tt class="py-line"><tt class="py-comment"># FEATURES:</tt> </tt>
<a name="L37"></a><tt class="py-lineno">  37</tt>  <tt class="py-line"><tt class="py-comment"># - optmization: for testing hypernym and meronym relation, </tt> </tt>
<a name="L38"></a><tt class="py-lineno">  38</tt>  <tt class="py-line"><tt class="py-comment">#   a unidirectional BFS starting from the most specific/smallest part </tt> </tt>
<a name="L39"></a><tt class="py-lineno">  39</tt>  <tt class="py-line"><tt class="py-comment">#   is probably faster than the current bidirectional BFS</tt> </tt>
<a name="L40"></a><tt class="py-lineno">  40</tt>  <tt class="py-line"><tt class="py-comment"># - option to supply xpath querys on xml</tt> </tt>
<a name="L41"></a><tt class="py-lineno">  41</tt>  <tt class="py-line"><tt class="py-comment"># - pprinted xml</tt> </tt>
<a name="L42"></a><tt class="py-lineno">  42</tt>  <tt class="py-line"> </tt>
<a name="L43"></a><tt class="py-lineno">  43</tt>  <tt class="py-line"> </tt>
<a name="L44"></a><tt class="py-lineno">  44</tt>  <tt class="py-line"> </tt>
<a name="L45"></a><tt class="py-lineno">  45</tt>  <tt class="py-line"><tt class="py-name">__author__</tt> <tt class="py-op">=</tt> <tt class="py-string">'Erwin Marsi &lt;e.c.marsi@uvt.nl&gt;'</tt> </tt>
<a name="L46"></a><tt class="py-lineno">  46</tt>  <tt class="py-line"><tt id="link-0" class="py-name" targets="Variable cornetto.cornet.__revision__=cornetto.cornet-module.html#__revision__,Variable cornetto.parse.__revision__=cornetto.parse-module.html#__revision__,Variable cornetto.server.__revision__=cornetto.server-module.html#__revision__,Variable cornetto.simcornet.__revision__=cornetto.simcornet-module.html#__revision__,Variable cornetto.simserver.__revision__=cornetto.simserver-module.html#__revision__"><a title="cornetto.cornet.__revision__
cornetto.parse.__revision__
cornetto.server.__revision__
cornetto.simcornet.__revision__
cornetto.simserver.__revision__" class="py-name" href="#" onclick="return doclink('link-0', '__revision__', 'link-0');">__revision__</a></tt> <tt class="py-op">=</tt> <tt class="py-string">'$Id: cornet.py 1148 2009-11-16 12:00:20Z emarsi $'</tt> </tt>
<a name="L47"></a><tt class="py-lineno">  47</tt>  <tt class="py-line"><tt class="py-name">__version__</tt> <tt class="py-op">=</tt> <tt class="py-string">'0.6'</tt> </tt>
<a name="L48"></a><tt class="py-lineno">  48</tt>  <tt class="py-line"> </tt>
<a name="L49"></a><tt class="py-lineno">  49</tt>  <tt class="py-line"> </tt>
<a name="L50"></a><tt class="py-lineno">  50</tt>  <tt class="py-line"><tt class="py-keyword">from</tt> <tt class="py-name">collections</tt> <tt class="py-keyword">import</tt> <tt class="py-name">deque</tt> </tt>
<a name="L51"></a><tt class="py-lineno">  51</tt>  <tt class="py-line"><tt class="py-keyword">from</tt> <tt id="link-1" class="py-name" targets="Package cornetto=cornetto-module.html"><a title="cornetto" class="py-name" href="#" onclick="return doclink('link-1', 'cornetto', 'link-1');">cornetto</a></tt><tt class="py-op">.</tt><tt id="link-2" class="py-name" targets="Module cornetto.parse=cornetto.parse-module.html"><a title="cornetto.parse" class="py-name" href="#" onclick="return doclink('link-2', 'parse', 'link-2');">parse</a></tt> <tt class="py-keyword">import</tt> <tt id="link-3" class="py-name" targets="Function cornetto.parse.parse_cdb()=cornetto.parse-module.html#parse_cdb"><a title="cornetto.parse.parse_cdb" class="py-name" href="#" onclick="return doclink('link-3', 'parse_cdb', 'link-3');">parse_cdb</a></tt> </tt>
<a name="L52"></a><tt class="py-lineno">  52</tt>  <tt class="py-line"><tt class="py-keyword">from</tt> <tt class="py-name">xml</tt><tt class="py-op">.</tt><tt class="py-name">etree</tt><tt class="py-op">.</tt><tt class="py-name">cElementTree</tt> <tt class="py-keyword">import</tt> <tt class="py-name">tostring</tt> </tt>
<a name="L53"></a><tt class="py-lineno">  53</tt>  <tt class="py-line"> </tt>
<a name="L54"></a><tt class="py-lineno">  54</tt>  <tt class="py-line"> </tt>
<a name="Cornet"></a><div id="Cornet-def"><a name="L55"></a><tt class="py-lineno">  55</tt> <a class="py-toggle" href="#" id="Cornet-toggle" onclick="return toggle('Cornet');">-</a><tt class="py-line"><tt class="py-keyword">class</tt> <a class="py-def-name" href="cornetto.cornet.Cornet-class.html">Cornet</a><tt class="py-op">(</tt><tt class="py-base-class">object</tt><tt class="py-op">)</tt><tt class="py-op">:</tt>     </tt>
</div><a name="L56"></a><tt class="py-lineno">  56</tt>  <tt class="py-line">    <tt class="py-docstring">"""</tt> </tt>
<a name="L57"></a><tt class="py-lineno">  57</tt>  <tt class="py-line"><tt class="py-docstring">    The Cornet class exposes the Cornetto xml database</tt> </tt>
<a name="L58"></a><tt class="py-lineno">  58</tt>  <tt class="py-line"><tt class="py-docstring">    </tt> </tt>
<a name="L59"></a><tt class="py-lineno">  59</tt>  <tt class="py-line"><tt class="py-docstring">    Most public methods require input in the form of a shorthand for</tt> </tt>
<a name="L60"></a><tt class="py-lineno">  60</tt>  <tt class="py-line"><tt class="py-docstring">    specifying lexical units and relations, as described below.</tt> </tt>
<a name="L61"></a><tt class="py-lineno">  61</tt>  <tt class="py-line"><tt class="py-docstring">    </tt> </tt>
<a name="L62"></a><tt class="py-lineno">  62</tt>  <tt class="py-line"><tt class="py-docstring">    </tt> </tt>
<a name="L63"></a><tt class="py-lineno">  63</tt>  <tt class="py-line"><tt class="py-docstring">    B{Lexical units specifications}</tt> </tt>
<a name="L64"></a><tt class="py-lineno">  64</tt>  <tt class="py-line"><tt class="py-docstring">    </tt> </tt>
<a name="L65"></a><tt class="py-lineno">  65</tt>  <tt class="py-line"><tt class="py-docstring">    A specification of lexical units consists of three parts, separated by a</tt> </tt>
<a name="L66"></a><tt class="py-lineno">  66</tt>  <tt class="py-line"><tt class="py-docstring">    single colon (':') character:</tt> </tt>
<a name="L67"></a><tt class="py-lineno">  67</tt>  <tt class="py-line"><tt class="py-docstring">    </tt> </tt>
<a name="L68"></a><tt class="py-lineno">  68</tt>  <tt class="py-line"><tt class="py-docstring">        1. Spelling form (i.e. a word)</tt> </tt>
<a name="L69"></a><tt class="py-lineno">  69</tt>  <tt class="py-line"><tt class="py-docstring">        </tt> </tt>
<a name="L70"></a><tt class="py-lineno">  70</tt>  <tt class="py-line"><tt class="py-docstring">           This can be any string without white space</tt> </tt>
<a name="L71"></a><tt class="py-lineno">  71</tt>  <tt class="py-line"><tt class="py-docstring">           </tt> </tt>
<a name="L72"></a><tt class="py-lineno">  72</tt>  <tt class="py-line"><tt class="py-docstring">        2. Syntactic category (optional)</tt> </tt>
<a name="L73"></a><tt class="py-lineno">  73</tt>  <tt class="py-line"><tt class="py-docstring">        </tt> </tt>
<a name="L74"></a><tt class="py-lineno">  74</tt>  <tt class="py-line"><tt class="py-docstring">           This can be any of 'noun', 'verb' or 'adj'.</tt> </tt>
<a name="L75"></a><tt class="py-lineno">  75</tt>  <tt class="py-line"><tt class="py-docstring">           </tt> </tt>
<a name="L76"></a><tt class="py-lineno">  76</tt>  <tt class="py-line"><tt class="py-docstring">        3. A sense (optional)</tt> </tt>
<a name="L77"></a><tt class="py-lineno">  77</tt>  <tt class="py-line"><tt class="py-docstring">        </tt> </tt>
<a name="L78"></a><tt class="py-lineno">  78</tt>  <tt class="py-line"><tt class="py-docstring">           This is number which distinguishes the particular word sense</tt> </tt>
<a name="L79"></a><tt class="py-lineno">  79</tt>  <tt class="py-line"><tt class="py-docstring">       </tt> </tt>
<a name="L80"></a><tt class="py-lineno">  80</tt>  <tt class="py-line"><tt class="py-docstring">    Examples of valid lexical unit specifications are:</tt> </tt>
<a name="L81"></a><tt class="py-lineno">  81</tt>  <tt class="py-line"><tt class="py-docstring">    </tt> </tt>
<a name="L82"></a><tt class="py-lineno">  82</tt>  <tt class="py-line"><tt class="py-docstring">       - slang:noun:1</tt> </tt>
<a name="L83"></a><tt class="py-lineno">  83</tt>  <tt class="py-line"><tt class="py-docstring">       - slang:noun</tt> </tt>
<a name="L84"></a><tt class="py-lineno">  84</tt>  <tt class="py-line"><tt class="py-docstring">       - slang::1</tt> </tt>
<a name="L85"></a><tt class="py-lineno">  85</tt>  <tt class="py-line"><tt class="py-docstring">       - slang</tt> </tt>
<a name="L86"></a><tt class="py-lineno">  86</tt>  <tt class="py-line"><tt class="py-docstring">    </tt> </tt>
<a name="L87"></a><tt class="py-lineno">  87</tt>  <tt class="py-line"><tt class="py-docstring">    </tt> </tt>
<a name="L88"></a><tt class="py-lineno">  88</tt>  <tt class="py-line"><tt class="py-docstring">    B{Relation specifications}</tt> </tt>
<a name="L89"></a><tt class="py-lineno">  89</tt>  <tt class="py-line"><tt class="py-docstring">    </tt> </tt>
<a name="L90"></a><tt class="py-lineno">  90</tt>  <tt class="py-line"><tt class="py-docstring">    A specification of a relation consists of two parts:</tt> </tt>
<a name="L91"></a><tt class="py-lineno">  91</tt>  <tt class="py-line"><tt class="py-docstring">    </tt> </tt>
<a name="L92"></a><tt class="py-lineno">  92</tt>  <tt class="py-line"><tt class="py-docstring">        1. Relation name (optional)</tt> </tt>
<a name="L93"></a><tt class="py-lineno">  93</tt>  <tt class="py-line"><tt class="py-docstring">        </tt> </tt>
<a name="L94"></a><tt class="py-lineno">  94</tt>  <tt class="py-line"><tt class="py-docstring">           The name of a Wordnet relation between two synsets. See the</tt> </tt>
<a name="L95"></a><tt class="py-lineno">  95</tt>  <tt class="py-line"><tt class="py-docstring">           Cornetto documentation for the available relations. If not given,</tt> </tt>
<a name="L96"></a><tt class="py-lineno">  96</tt>  <tt class="py-line"><tt class="py-docstring">           all relations are tried. The special relation "SYNONYM" holds</tt> </tt>
<a name="L97"></a><tt class="py-lineno">  97</tt>  <tt class="py-line"><tt class="py-docstring">           between all members of the same synset. The relation name is not</tt> </tt>
<a name="L98"></a><tt class="py-lineno">  98</tt>  <tt class="py-line"><tt class="py-docstring">           case-sensitive; you can use lower case.</tt> </tt>
<a name="L99"></a><tt class="py-lineno">  99</tt>  <tt class="py-line"><tt class="py-docstring">        </tt> </tt>
<a name="L100"></a><tt class="py-lineno"> 100</tt>  <tt class="py-line"><tt class="py-docstring">        2. Depth (optional)</tt> </tt>
<a name="L101"></a><tt class="py-lineno"> 101</tt>  <tt class="py-line"><tt class="py-docstring">        </tt> </tt>
<a name="L102"></a><tt class="py-lineno"> 102</tt>  <tt class="py-line"><tt class="py-docstring">           A digit ('0' to '9') or the plus sign ('+'). This represents the</tt> </tt>
<a name="L103"></a><tt class="py-lineno"> 103</tt>  <tt class="py-line"><tt class="py-docstring">           depth of the relations that are considered during search. In other</tt> </tt>
<a name="L104"></a><tt class="py-lineno"> 104</tt>  <tt class="py-line"><tt class="py-docstring">           words, the maximal number of links allowed. If not given a default</tt> </tt>
<a name="L105"></a><tt class="py-lineno"> 105</tt>  <tt class="py-line"><tt class="py-docstring">           value of 1 is used. The plus represents the system maximum</tt> </tt>
<a name="L106"></a><tt class="py-lineno"> 106</tt>  <tt class="py-line"><tt class="py-docstring">           (currently 9).</tt> </tt>
<a name="L107"></a><tt class="py-lineno"> 107</tt>  <tt class="py-line"><tt class="py-docstring">           </tt> </tt>
<a name="L108"></a><tt class="py-lineno"> 108</tt>  <tt class="py-line"><tt class="py-docstring">    A relation specification must have a name, a depth or both. Valid</tt> </tt>
<a name="L109"></a><tt class="py-lineno"> 109</tt>  <tt class="py-line"><tt class="py-docstring">    relation specification include:</tt> </tt>
<a name="L110"></a><tt class="py-lineno"> 110</tt>  <tt class="py-line"><tt class="py-docstring">        </tt> </tt>
<a name="L111"></a><tt class="py-lineno"> 111</tt>  <tt class="py-line"><tt class="py-docstring">        - HAS_HYPERONYM</tt> </tt>
<a name="L112"></a><tt class="py-lineno"> 112</tt>  <tt class="py-line"><tt class="py-docstring">        - HAS_HYPERONYM1</tt> </tt>
<a name="L113"></a><tt class="py-lineno"> 113</tt>  <tt class="py-line"><tt class="py-docstring">        - HAS_HYPERONYM+</tt> </tt>
<a name="L114"></a><tt class="py-lineno"> 114</tt>  <tt class="py-line"><tt class="py-docstring">        - 3</tt> </tt>
<a name="L115"></a><tt class="py-lineno"> 115</tt>  <tt class="py-line"><tt class="py-docstring">        - +</tt> </tt>
<a name="L116"></a><tt class="py-lineno"> 116</tt>  <tt class="py-line"><tt class="py-docstring">    """</tt> </tt>
<a name="L117"></a><tt class="py-lineno"> 117</tt>  <tt class="py-line"> </tt>
<a name="L118"></a><tt class="py-lineno"> 118</tt>  <tt class="py-line">    <tt class="py-comment"># ------------------------------------------------------------------------------        </tt> </tt>
<a name="L119"></a><tt class="py-lineno"> 119</tt>  <tt class="py-line">    <tt class="py-comment"># Public methods</tt> </tt>
<a name="L120"></a><tt class="py-lineno"> 120</tt>  <tt class="py-line">    <tt class="py-comment"># ------------------------------------------------------------------------------        </tt> </tt>
<a name="L121"></a><tt class="py-lineno"> 121</tt>  <tt class="py-line"> </tt>
<a name="L122"></a><tt class="py-lineno"> 122</tt>  <tt class="py-line">    <tt id="link-4" class="py-name" targets="Variable cornetto.cornet.Cornet._unit_separator=cornetto.cornet.Cornet-class.html#_unit_separator"><a title="cornetto.cornet.Cornet._unit_separator" class="py-name" href="#" onclick="return doclink('link-4', '_unit_separator', 'link-4');">_unit_separator</a></tt> <tt class="py-op">=</tt> <tt class="py-string">":"</tt> </tt>
<a name="L123"></a><tt class="py-lineno"> 123</tt>  <tt class="py-line">    <tt id="link-5" class="py-name" targets="Variable cornetto.cornet.Cornet._handled_output_formats=cornetto.cornet.Cornet-class.html#_handled_output_formats"><a title="cornetto.cornet.Cornet._handled_output_formats" class="py-name" href="#" onclick="return doclink('link-5', '_handled_output_formats', 'link-5');">_handled_output_formats</a></tt> <tt class="py-op">=</tt> <tt class="py-op">(</tt><tt class="py-string">"spec"</tt><tt class="py-op">,</tt> <tt class="py-string">"xml"</tt><tt class="py-op">,</tt> <tt class="py-string">"raw"</tt><tt class="py-op">)</tt> </tt>
<a name="L124"></a><tt class="py-lineno"> 124</tt>  <tt class="py-line">    <tt id="link-6" class="py-name" targets="Variable cornetto.cornet.Cornet._default_output_format=cornetto.cornet.Cornet-class.html#_default_output_format"><a title="cornetto.cornet.Cornet._default_output_format" class="py-name" href="#" onclick="return doclink('link-6', '_default_output_format', 'link-6');">_default_output_format</a></tt> <tt class="py-op">=</tt> <tt class="py-string">"spec"</tt>     </tt>
<a name="L125"></a><tt class="py-lineno"> 125</tt>  <tt class="py-line">    <tt id="link-7" class="py-name" targets="Variable cornetto.cornet.Cornet._default_max_depth=cornetto.cornet.Cornet-class.html#_default_max_depth"><a title="cornetto.cornet.Cornet._default_max_depth" class="py-name" href="#" onclick="return doclink('link-7', '_default_max_depth', 'link-7');">_default_max_depth</a></tt> <tt class="py-op">=</tt> <tt class="py-number">9</tt> </tt>
<a name="L126"></a><tt class="py-lineno"> 126</tt>  <tt class="py-line"> </tt>
<a name="L127"></a><tt class="py-lineno"> 127</tt>  <tt class="py-line">     </tt>
<a name="Cornet.__init__"></a><div id="Cornet.__init__-def"><a name="L128"></a><tt class="py-lineno"> 128</tt> <a class="py-toggle" href="#" id="Cornet.__init__-toggle" onclick="return toggle('Cornet.__init__');">-</a><tt class="py-line">    <tt class="py-keyword">def</tt> <a class="py-def-name" href="cornetto.cornet.Cornet-class.html#__init__">__init__</a><tt class="py-op">(</tt><tt class="py-param">self</tt><tt class="py-op">,</tt> <tt class="py-param">cdb_lu</tt><tt class="py-op">=</tt><tt class="py-name">None</tt><tt class="py-op">,</tt> <tt class="py-param">cdb_syn</tt><tt class="py-op">=</tt><tt class="py-name">None</tt><tt class="py-op">,</tt>  </tt>
<a name="L129"></a><tt class="py-lineno"> 129</tt>  <tt class="py-line">                 <tt class="py-param">output_format</tt><tt class="py-op">=</tt><tt id="link-8" class="py-name"><a title="cornetto.cornet.Cornet._default_output_format" class="py-name" href="#" onclick="return doclink('link-8', '_default_output_format', 'link-6');">_default_output_format</a></tt><tt class="py-op">,</tt> </tt>
<a name="L130"></a><tt class="py-lineno"> 130</tt>  <tt class="py-line">                 <tt class="py-param">max_depth</tt><tt class="py-op">=</tt><tt id="link-9" class="py-name"><a title="cornetto.cornet.Cornet._default_max_depth" class="py-name" href="#" onclick="return doclink('link-9', '_default_max_depth', 'link-7');">_default_max_depth</a></tt><tt class="py-op">)</tt><tt class="py-op">:</tt> </tt>
</div><div id="Cornet.__init__-collapsed" style="display:none;" pad="++++" indent="++++++++"></div><div id="Cornet.__init__-expanded"><a name="L131"></a><tt class="py-lineno"> 131</tt>  <tt class="py-line">        <tt class="py-docstring">"""</tt> </tt>
<a name="L132"></a><tt class="py-lineno"> 132</tt>  <tt class="py-line"><tt class="py-docstring">        Create a new Cornet instance</tt> </tt>
<a name="L133"></a><tt class="py-lineno"> 133</tt>  <tt class="py-line"><tt class="py-docstring">        </tt> </tt>
<a name="L134"></a><tt class="py-lineno"> 134</tt>  <tt class="py-line"><tt class="py-docstring">        @keyword cdb_lu: an xml file(name) to read the lexical units from </tt> </tt>
<a name="L135"></a><tt class="py-lineno"> 135</tt>  <tt class="py-line"><tt class="py-docstring">        @keyword cdb_syn: an xml file(name) to read the synsets from </tt> </tt>
<a name="L136"></a><tt class="py-lineno"> 136</tt>  <tt class="py-line"><tt class="py-docstring">        @keyword default_format: default output format</tt> </tt>
<a name="L137"></a><tt class="py-lineno"> 137</tt>  <tt class="py-line"><tt class="py-docstring">        @type default_format: string ('spec', 'xml', 'raw')</tt> </tt>
<a name="L138"></a><tt class="py-lineno"> 138</tt>  <tt class="py-line"><tt class="py-docstring">        @keyword max_depth: a maximal depth between 1 and 9</tt> </tt>
<a name="L139"></a><tt class="py-lineno"> 139</tt>  <tt class="py-line"><tt class="py-docstring">        @type max_depth: int</tt> </tt>
<a name="L140"></a><tt class="py-lineno"> 140</tt>  <tt class="py-line"><tt class="py-docstring">        """</tt> </tt>
<a name="L141"></a><tt class="py-lineno"> 141</tt>  <tt class="py-line">         </tt>
<a name="L142"></a><tt class="py-lineno"> 142</tt>  <tt class="py-line">        <tt class="py-keyword">if</tt> <tt class="py-name">cdb_lu</tt> <tt class="py-keyword">and</tt> <tt class="py-name">cdb_syn</tt><tt class="py-op">:</tt> </tt>
<a name="L143"></a><tt class="py-lineno"> 143</tt>  <tt class="py-line">            <tt class="py-name">self</tt><tt class="py-op">.</tt><tt id="link-10" class="py-name" targets="Method cornetto.cornet.Cornet.open()=cornetto.cornet.Cornet-class.html#open,Method cornetto.simcornet.SimCornet.open()=cornetto.simcornet.SimCornet-class.html#open"><a title="cornetto.cornet.Cornet.open
cornetto.simcornet.SimCornet.open" class="py-name" href="#" onclick="return doclink('link-10', 'open', 'link-10');">open</a></tt><tt class="py-op">(</tt><tt class="py-name">cdb_lu</tt><tt class="py-op">,</tt> <tt class="py-name">cdb_syn</tt><tt class="py-op">)</tt> </tt>
<a name="L144"></a><tt class="py-lineno"> 144</tt>  <tt class="py-line">             </tt>
<a name="L145"></a><tt class="py-lineno"> 145</tt>  <tt class="py-line">        <tt class="py-name">self</tt><tt class="py-op">.</tt><tt id="link-11" class="py-name" targets="Method cornetto.cornet.Cornet.set_output_format()=cornetto.cornet.Cornet-class.html#set_output_format"><a title="cornetto.cornet.Cornet.set_output_format" class="py-name" href="#" onclick="return doclink('link-11', 'set_output_format', 'link-11');">set_output_format</a></tt><tt class="py-op">(</tt><tt class="py-name">output_format</tt><tt class="py-op">)</tt>  </tt>
<a name="L146"></a><tt class="py-lineno"> 146</tt>  <tt class="py-line">        <tt class="py-name">self</tt><tt class="py-op">.</tt><tt id="link-12" class="py-name" targets="Method cornetto.cornet.Cornet.set_max_depth()=cornetto.cornet.Cornet-class.html#set_max_depth"><a title="cornetto.cornet.Cornet.set_max_depth" class="py-name" href="#" onclick="return doclink('link-12', 'set_max_depth', 'link-12');">set_max_depth</a></tt><tt class="py-op">(</tt><tt class="py-name">max_depth</tt><tt class="py-op">)</tt> </tt>
</div><a name="L147"></a><tt class="py-lineno"> 147</tt>  <tt class="py-line"> </tt>
<a name="L148"></a><tt class="py-lineno"> 148</tt>  <tt class="py-line">             </tt>
<a name="Cornet.open"></a><div id="Cornet.open-def"><a name="L149"></a><tt class="py-lineno"> 149</tt> <a class="py-toggle" href="#" id="Cornet.open-toggle" onclick="return toggle('Cornet.open');">-</a><tt class="py-line">    <tt class="py-keyword">def</tt> <a class="py-def-name" href="cornetto.cornet.Cornet-class.html#open">open</a><tt class="py-op">(</tt><tt class="py-param">self</tt><tt class="py-op">,</tt> <tt class="py-param">cdb_lu</tt><tt class="py-op">,</tt> <tt class="py-param">cdb_syn</tt><tt class="py-op">,</tt> <tt class="py-param">verbose</tt><tt class="py-op">=</tt><tt class="py-name">False</tt><tt class="py-op">)</tt><tt class="py-op">:</tt> </tt>
</div><div id="Cornet.open-collapsed" style="display:none;" pad="++++" indent="++++++++"></div><div id="Cornet.open-expanded"><a name="L150"></a><tt class="py-lineno"> 150</tt>  <tt class="py-line">        <tt class="py-docstring">"""</tt> </tt>
<a name="L151"></a><tt class="py-lineno"> 151</tt>  <tt class="py-line"><tt class="py-docstring">        Open and parse Cornetto database files</tt> </tt>
<a name="L152"></a><tt class="py-lineno"> 152</tt>  <tt class="py-line"><tt class="py-docstring">        </tt> </tt>
<a name="L153"></a><tt class="py-lineno"> 153</tt>  <tt class="py-line"><tt class="py-docstring">        @param cdb_lu: xml definition of the lexical units</tt> </tt>
<a name="L154"></a><tt class="py-lineno"> 154</tt>  <tt class="py-line"><tt class="py-docstring">        @type cdb_lu: file or filename</tt> </tt>
<a name="L155"></a><tt class="py-lineno"> 155</tt>  <tt class="py-line"><tt class="py-docstring">        @param cdb_syn: xml definition of the synsets</tt> </tt>
<a name="L156"></a><tt class="py-lineno"> 156</tt>  <tt class="py-line"><tt class="py-docstring">        @type cdb_syn: file or filename</tt> </tt>
<a name="L157"></a><tt class="py-lineno"> 157</tt>  <tt class="py-line"><tt class="py-docstring">        @keyword verbose: verbose output during parsing</tt> </tt>
<a name="L158"></a><tt class="py-lineno"> 158</tt>  <tt class="py-line"><tt class="py-docstring">        """</tt> </tt>
<a name="L159"></a><tt class="py-lineno"> 159</tt>  <tt class="py-line">        <tt class="py-op">(</tt> <tt class="py-name">self</tt><tt class="py-op">.</tt><tt class="py-name">_form2lu</tt><tt class="py-op">,</tt>  </tt>
<a name="L160"></a><tt class="py-lineno"> 160</tt>  <tt class="py-line">          <tt class="py-name">self</tt><tt class="py-op">.</tt><tt class="py-name">_c_lu_id2lu</tt><tt class="py-op">,</tt> </tt>
<a name="L161"></a><tt class="py-lineno"> 161</tt>  <tt class="py-line">          <tt class="py-name">self</tt><tt class="py-op">.</tt><tt class="py-name">_c_sy_id2synset</tt><tt class="py-op">,</tt>  </tt>
<a name="L162"></a><tt class="py-lineno"> 162</tt>  <tt class="py-line">          <tt class="py-name">self</tt><tt class="py-op">.</tt><tt class="py-name">_graph</tt> <tt class="py-op">)</tt> <tt class="py-op">=</tt> <tt id="link-13" class="py-name"><a title="cornetto.parse.parse_cdb" class="py-name" href="#" onclick="return doclink('link-13', 'parse_cdb', 'link-3');">parse_cdb</a></tt><tt class="py-op">(</tt><tt class="py-name">cdb_lu</tt><tt class="py-op">,</tt> <tt class="py-name">cdb_syn</tt><tt class="py-op">,</tt> <tt class="py-name">verbose</tt><tt class="py-op">)</tt> </tt>
</div><a name="L163"></a><tt class="py-lineno"> 163</tt>  <tt class="py-line">     </tt>
<a name="L164"></a><tt class="py-lineno"> 164</tt>  <tt class="py-line">     </tt>
<a name="Cornet.ask"></a><div id="Cornet.ask-def"><a name="L165"></a><tt class="py-lineno"> 165</tt> <a class="py-toggle" href="#" id="Cornet.ask-toggle" onclick="return toggle('Cornet.ask');">-</a><tt class="py-line">    <tt class="py-keyword">def</tt> <a class="py-def-name" href="cornetto.cornet.Cornet-class.html#ask">ask</a><tt class="py-op">(</tt><tt class="py-param">self</tt><tt class="py-op">,</tt> <tt class="py-param">query</tt><tt class="py-op">,</tt> <tt class="py-param">format</tt><tt class="py-op">=</tt><tt class="py-name">None</tt><tt class="py-op">)</tt><tt class="py-op">:</tt> </tt>
</div><div id="Cornet.ask-collapsed" style="display:none;" pad="++++" indent="++++++++"></div><div id="Cornet.ask-expanded"><a name="L166"></a><tt class="py-lineno"> 166</tt>  <tt class="py-line">        <tt class="py-docstring">"""</tt> </tt>
<a name="L167"></a><tt class="py-lineno"> 167</tt>  <tt class="py-line"><tt class="py-docstring">        Pose a query about lexical units to the Cornetto database</tt> </tt>
<a name="L168"></a><tt class="py-lineno"> 168</tt>  <tt class="py-line"><tt class="py-docstring">        </tt> </tt>
<a name="L169"></a><tt class="py-lineno"> 169</tt>  <tt class="py-line"><tt class="py-docstring">        This supports three different types of queries:</tt> </tt>
<a name="L170"></a><tt class="py-lineno"> 170</tt>  <tt class="py-line"><tt class="py-docstring">        </tt> </tt>
<a name="L171"></a><tt class="py-lineno"> 171</tt>  <tt class="py-line"><tt class="py-docstring">            1. Getting lexical units</tt> </tt>
<a name="L172"></a><tt class="py-lineno"> 172</tt>  <tt class="py-line"><tt class="py-docstring">            </tt> </tt>
<a name="L173"></a><tt class="py-lineno"> 173</tt>  <tt class="py-line"><tt class="py-docstring">               If the query consists of only a lexical unit specification the</tt> </tt>
<a name="L174"></a><tt class="py-lineno"> 174</tt>  <tt class="py-line"><tt class="py-docstring">               answer lists all lexical units which satisfy this</tt> </tt>
<a name="L175"></a><tt class="py-lineno"> 175</tt>  <tt class="py-line"><tt class="py-docstring">               specification. See also L{get_lex_units}</tt> </tt>
<a name="L176"></a><tt class="py-lineno"> 176</tt>  <tt class="py-line"><tt class="py-docstring">            </tt> </tt>
<a name="L177"></a><tt class="py-lineno"> 177</tt>  <tt class="py-line"><tt class="py-docstring">            2. Getting related lexical units</tt> </tt>
<a name="L178"></a><tt class="py-lineno"> 178</tt>  <tt class="py-line"><tt class="py-docstring">            </tt> </tt>
<a name="L179"></a><tt class="py-lineno"> 179</tt>  <tt class="py-line"><tt class="py-docstring">               If the query consists of a lexical unit specification plus a</tt> </tt>
<a name="L180"></a><tt class="py-lineno"> 180</tt>  <tt class="py-line"><tt class="py-docstring">               relation specification, the answer consists of all lexical</tt> </tt>
<a name="L181"></a><tt class="py-lineno"> 181</tt>  <tt class="py-line"><tt class="py-docstring">               units related by the specified relation(s). See also</tt> </tt>
<a name="L182"></a><tt class="py-lineno"> 182</tt>  <tt class="py-line"><tt class="py-docstring">               L{get_related_lex_units}</tt> </tt>
<a name="L183"></a><tt class="py-lineno"> 183</tt>  <tt class="py-line"><tt class="py-docstring">            </tt> </tt>
<a name="L184"></a><tt class="py-lineno"> 184</tt>  <tt class="py-line"><tt class="py-docstring">            3. Testing relations between lexical units</tt> </tt>
<a name="L185"></a><tt class="py-lineno"> 185</tt>  <tt class="py-line"><tt class="py-docstring">            </tt> </tt>
<a name="L186"></a><tt class="py-lineno"> 186</tt>  <tt class="py-line"><tt class="py-docstring">               If the query consists of a lexical unit specification, plus a</tt> </tt>
<a name="L187"></a><tt class="py-lineno"> 187</tt>  <tt class="py-line"><tt class="py-docstring">               relation specification plus another lexical specification, the</tt> </tt>
<a name="L188"></a><tt class="py-lineno"> 188</tt>  <tt class="py-line"><tt class="py-docstring">               answer is a path from the first to the second lexical unit(s)</tt> </tt>
<a name="L189"></a><tt class="py-lineno"> 189</tt>  <tt class="py-line"><tt class="py-docstring">               along the specified relation(s). See also</tt> </tt>
<a name="L190"></a><tt class="py-lineno"> 190</tt>  <tt class="py-line"><tt class="py-docstring">               L{test_lex_units_relation}</tt> </tt>
<a name="L191"></a><tt class="py-lineno"> 191</tt>  <tt class="py-line"><tt class="py-docstring">        </tt> </tt>
<a name="L192"></a><tt class="py-lineno"> 192</tt>  <tt class="py-line"><tt class="py-docstring">        @param query: a specification</tt> </tt>
<a name="L193"></a><tt class="py-lineno"> 193</tt>  <tt class="py-line"><tt class="py-docstring">        @type query: string </tt> </tt>
<a name="L194"></a><tt class="py-lineno"> 194</tt>  <tt class="py-line"><tt class="py-docstring">        @keyword format: output format</tt> </tt>
<a name="L195"></a><tt class="py-lineno"> 195</tt>  <tt class="py-line"><tt class="py-docstring">        @type format: 'spec', 'xml', 'raw'</tt> </tt>
<a name="L196"></a><tt class="py-lineno"> 196</tt>  <tt class="py-line"><tt class="py-docstring">        </tt> </tt>
<a name="L197"></a><tt class="py-lineno"> 197</tt>  <tt class="py-line"><tt class="py-docstring">        @return: depends on type of query an output format</tt> </tt>
<a name="L198"></a><tt class="py-lineno"> 198</tt>  <tt class="py-line"><tt class="py-docstring">        """</tt> </tt>
<a name="L199"></a><tt class="py-lineno"> 199</tt>  <tt class="py-line">        <tt class="py-name">from_spec</tt><tt class="py-op">,</tt> <tt class="py-name">rel</tt><tt class="py-op">,</tt> <tt class="py-name">to_spec</tt> <tt class="py-op">=</tt> <tt class="py-name">self</tt><tt class="py-op">.</tt><tt id="link-14" class="py-name" targets="Method cornetto.cornet.Cornet._split_query()=cornetto.cornet.Cornet-class.html#_split_query"><a title="cornetto.cornet.Cornet._split_query" class="py-name" href="#" onclick="return doclink('link-14', '_split_query', 'link-14');">_split_query</a></tt><tt class="py-op">(</tt><tt class="py-name">query</tt><tt class="py-op">)</tt> </tt>
<a name="L200"></a><tt class="py-lineno"> 200</tt>  <tt class="py-line">         </tt>
<a name="L201"></a><tt class="py-lineno"> 201</tt>  <tt class="py-line">        <tt class="py-keyword">if</tt> <tt class="py-name">to_spec</tt><tt class="py-op">:</tt> </tt>
<a name="L202"></a><tt class="py-lineno"> 202</tt>  <tt class="py-line">            <tt class="py-keyword">return</tt> <tt class="py-name">self</tt><tt class="py-op">.</tt><tt id="link-15" class="py-name" targets="Method cornetto.cornet.Cornet.test_lex_units_relation()=cornetto.cornet.Cornet-class.html#test_lex_units_relation,Method cornetto.server.CornetProxy.test_lex_units_relation()=cornetto.server.CornetProxy-class.html#test_lex_units_relation"><a title="cornetto.cornet.Cornet.test_lex_units_relation
cornetto.server.CornetProxy.test_lex_units_relation" class="py-name" href="#" onclick="return doclink('link-15', 'test_lex_units_relation', 'link-15');">test_lex_units_relation</a></tt><tt class="py-op">(</tt><tt class="py-name">from_spec</tt><tt class="py-op">,</tt> <tt class="py-name">rel</tt><tt class="py-op">,</tt> <tt class="py-name">to_spec</tt><tt class="py-op">,</tt> <tt class="py-name">format</tt><tt class="py-op">)</tt> </tt>
<a name="L203"></a><tt class="py-lineno"> 203</tt>  <tt class="py-line">        <tt class="py-keyword">elif</tt> <tt class="py-name">rel</tt><tt class="py-op">:</tt> </tt>
<a name="L204"></a><tt class="py-lineno"> 204</tt>  <tt class="py-line">            <tt class="py-keyword">return</tt> <tt class="py-name">self</tt><tt class="py-op">.</tt><tt id="link-16" class="py-name" targets="Method cornetto.cornet.Cornet.get_related_lex_units()=cornetto.cornet.Cornet-class.html#get_related_lex_units,Method cornetto.server.CornetProxy.get_related_lex_units()=cornetto.server.CornetProxy-class.html#get_related_lex_units"><a title="cornetto.cornet.Cornet.get_related_lex_units
cornetto.server.CornetProxy.get_related_lex_units" class="py-name" href="#" onclick="return doclink('link-16', 'get_related_lex_units', 'link-16');">get_related_lex_units</a></tt><tt class="py-op">(</tt><tt class="py-name">from_spec</tt><tt class="py-op">,</tt> <tt class="py-name">rel</tt><tt class="py-op">,</tt> <tt class="py-name">format</tt><tt class="py-op">)</tt> </tt>
<a name="L205"></a><tt class="py-lineno"> 205</tt>  <tt class="py-line">        <tt class="py-keyword">else</tt><tt class="py-op">:</tt> </tt>
<a name="L206"></a><tt class="py-lineno"> 206</tt>  <tt class="py-line">            <tt class="py-keyword">return</tt> <tt class="py-name">self</tt><tt class="py-op">.</tt><tt id="link-17" class="py-name" targets="Method cornetto.cornet.Cornet.get_lex_units()=cornetto.cornet.Cornet-class.html#get_lex_units,Method cornetto.server.CornetProxy.get_lex_units()=cornetto.server.CornetProxy-class.html#get_lex_units"><a title="cornetto.cornet.Cornet.get_lex_units
cornetto.server.CornetProxy.get_lex_units" class="py-name" href="#" onclick="return doclink('link-17', 'get_lex_units', 'link-17');">get_lex_units</a></tt><tt class="py-op">(</tt><tt class="py-name">from_spec</tt><tt class="py-op">,</tt> <tt class="py-name">format</tt><tt class="py-op">)</tt>     </tt>
</div><a name="L207"></a><tt class="py-lineno"> 207</tt>  <tt class="py-line">         </tt>
<a name="L208"></a><tt class="py-lineno"> 208</tt>  <tt class="py-line"> </tt>
<a name="Cornet.get_lex_units"></a><div id="Cornet.get_lex_units-def"><a name="L209"></a><tt class="py-lineno"> 209</tt> <a class="py-toggle" href="#" id="Cornet.get_lex_units-toggle" onclick="return toggle('Cornet.get_lex_units');">-</a><tt class="py-line">    <tt class="py-keyword">def</tt> <a class="py-def-name" href="cornetto.cornet.Cornet-class.html#get_lex_units">get_lex_units</a><tt class="py-op">(</tt><tt class="py-param">self</tt><tt class="py-op">,</tt> <tt class="py-param">spec</tt><tt class="py-op">,</tt> <tt class="py-param">format</tt><tt class="py-op">=</tt><tt class="py-name">None</tt><tt class="py-op">)</tt><tt class="py-op">:</tt> </tt>
</div><div id="Cornet.get_lex_units-collapsed" style="display:none;" pad="++++" indent="++++++++"></div><div id="Cornet.get_lex_units-expanded"><a name="L210"></a><tt class="py-lineno"> 210</tt>  <tt class="py-line">        <tt class="py-docstring">"""</tt> </tt>
<a name="L211"></a><tt class="py-lineno"> 211</tt>  <tt class="py-line"><tt class="py-docstring">        Get all lexical units which satisfy this specification</tt> </tt>
<a name="L212"></a><tt class="py-lineno"> 212</tt>  <tt class="py-line"><tt class="py-docstring">        </tt> </tt>
<a name="L213"></a><tt class="py-lineno"> 213</tt>  <tt class="py-line"><tt class="py-docstring">        </tt> </tt>
<a name="L214"></a><tt class="py-lineno"> 214</tt>  <tt class="py-line"><tt class="py-docstring">        &gt;&gt;&gt; inst.get_lex_units("lamp")</tt> </tt>
<a name="L215"></a><tt class="py-lineno"> 215</tt>  <tt class="py-line"><tt class="py-docstring">        ['lamp:noun:3', 'lamp:noun:4', 'lamp:noun:1', 'lamp:noun:2']</tt> </tt>
<a name="L216"></a><tt class="py-lineno"> 216</tt>  <tt class="py-line"><tt class="py-docstring">        </tt> </tt>
<a name="L217"></a><tt class="py-lineno"> 217</tt>  <tt class="py-line"><tt class="py-docstring">        &gt;&gt;&gt; inst.get_lex_units("varen")</tt> </tt>
<a name="L218"></a><tt class="py-lineno"> 218</tt>  <tt class="py-line"><tt class="py-docstring">        ['varen:verb:3', 'varen:noun:1', 'varen:verb:1', 'varen:verb:2']</tt> </tt>
<a name="L219"></a><tt class="py-lineno"> 219</tt>  <tt class="py-line"><tt class="py-docstring"></tt> </tt>
<a name="L220"></a><tt class="py-lineno"> 220</tt>  <tt class="py-line"><tt class="py-docstring">        &gt;&gt;&gt; inst.get_lex_units("varen:noun")</tt> </tt>
<a name="L221"></a><tt class="py-lineno"> 221</tt>  <tt class="py-line"><tt class="py-docstring">        ['varen:noun:1']</tt> </tt>
<a name="L222"></a><tt class="py-lineno"> 222</tt>  <tt class="py-line"><tt class="py-docstring"></tt> </tt>
<a name="L223"></a><tt class="py-lineno"> 223</tt>  <tt class="py-line"><tt class="py-docstring">        &gt;&gt;&gt; inst.get_lex_units("varen:verb:3")</tt> </tt>
<a name="L224"></a><tt class="py-lineno"> 224</tt>  <tt class="py-line"><tt class="py-docstring">        ['varen:verb:3']</tt> </tt>
<a name="L225"></a><tt class="py-lineno"> 225</tt>  <tt class="py-line"><tt class="py-docstring"></tt> </tt>
<a name="L226"></a><tt class="py-lineno"> 226</tt>  <tt class="py-line"><tt class="py-docstring">        &gt;&gt;&gt; inst.get_lex_units("varen:noun:3")</tt> </tt>
<a name="L227"></a><tt class="py-lineno"> 227</tt>  <tt class="py-line"><tt class="py-docstring">        []</tt> </tt>
<a name="L228"></a><tt class="py-lineno"> 228</tt>  <tt class="py-line"><tt class="py-docstring">        </tt> </tt>
<a name="L229"></a><tt class="py-lineno"> 229</tt>  <tt class="py-line"><tt class="py-docstring">        </tt> </tt>
<a name="L230"></a><tt class="py-lineno"> 230</tt>  <tt class="py-line"><tt class="py-docstring">        @param spec: lexical unit specification</tt> </tt>
<a name="L231"></a><tt class="py-lineno"> 231</tt>  <tt class="py-line"><tt class="py-docstring">        @keyword format: output format</tt> </tt>
<a name="L232"></a><tt class="py-lineno"> 232</tt>  <tt class="py-line"><tt class="py-docstring">        @type format: 'spec', 'xml', 'raw'</tt> </tt>
<a name="L233"></a><tt class="py-lineno"> 233</tt>  <tt class="py-line"><tt class="py-docstring">        </tt> </tt>
<a name="L234"></a><tt class="py-lineno"> 234</tt>  <tt class="py-line"><tt class="py-docstring">        @rtype: list</tt> </tt>
<a name="L235"></a><tt class="py-lineno"> 235</tt>  <tt class="py-line"><tt class="py-docstring">        @return: list of lexical units in requested output format</tt> </tt>
<a name="L236"></a><tt class="py-lineno"> 236</tt>  <tt class="py-line"><tt class="py-docstring">        """</tt> </tt>
<a name="L237"></a><tt class="py-lineno"> 237</tt>  <tt class="py-line">        <tt class="py-name">form</tt><tt class="py-op">,</tt> <tt class="py-name">cat</tt><tt class="py-op">,</tt> <tt class="py-name">sense</tt> <tt class="py-op">=</tt> <tt class="py-name">self</tt><tt class="py-op">.</tt><tt id="link-18" class="py-name" targets="Method cornetto.cornet.Cornet._split_unit_spec()=cornetto.cornet.Cornet-class.html#_split_unit_spec"><a title="cornetto.cornet.Cornet._split_unit_spec" class="py-name" href="#" onclick="return doclink('link-18', '_split_unit_spec', 'link-18');">_split_unit_spec</a></tt><tt class="py-op">(</tt><tt class="py-name">spec</tt><tt class="py-op">)</tt> </tt>
<a name="L238"></a><tt class="py-lineno"> 238</tt>  <tt class="py-line">        <tt class="py-name">formatter</tt> <tt class="py-op">=</tt> <tt class="py-name">self</tt><tt class="py-op">.</tt><tt id="link-19" class="py-name" targets="Method cornetto.cornet.Cornet._get_lex_unit_formatter()=cornetto.cornet.Cornet-class.html#_get_lex_unit_formatter"><a title="cornetto.cornet.Cornet._get_lex_unit_formatter" class="py-name" href="#" onclick="return doclink('link-19', '_get_lex_unit_formatter', 'link-19');">_get_lex_unit_formatter</a></tt><tt class="py-op">(</tt><tt class="py-name">format</tt><tt class="py-op">)</tt> </tt>
<a name="L239"></a><tt class="py-lineno"> 239</tt>  <tt class="py-line">         </tt>
<a name="L240"></a><tt class="py-lineno"> 240</tt>  <tt class="py-line">        <tt class="py-keyword">return</tt> <tt class="py-op">[</tt> <tt class="py-name">formatter</tt><tt class="py-op">(</tt><tt class="py-name">lu</tt><tt class="py-op">)</tt>  </tt>
<a name="L241"></a><tt class="py-lineno"> 241</tt>  <tt class="py-line">                 <tt class="py-keyword">for</tt> <tt class="py-name">lu</tt> <tt class="py-keyword">in</tt> <tt class="py-name">self</tt><tt class="py-op">.</tt><tt class="py-name">_form2lu</tt><tt class="py-op">.</tt><tt class="py-name">get</tt><tt class="py-op">(</tt><tt class="py-name">form</tt><tt class="py-op">,</tt> <tt class="py-op">[</tt><tt class="py-op">]</tt><tt class="py-op">)</tt> </tt>
<a name="L242"></a><tt class="py-lineno"> 242</tt>  <tt class="py-line">                 <tt class="py-keyword">if</tt> <tt class="py-op">(</tt> <tt class="py-name">self</tt><tt class="py-op">.</tt><tt id="link-20" class="py-name" targets="Method cornetto.cornet.Cornet._lu_has_cat()=cornetto.cornet.Cornet-class.html#_lu_has_cat"><a title="cornetto.cornet.Cornet._lu_has_cat" class="py-name" href="#" onclick="return doclink('link-20', '_lu_has_cat', 'link-20');">_lu_has_cat</a></tt><tt class="py-op">(</tt><tt class="py-name">lu</tt><tt class="py-op">,</tt> <tt class="py-name">cat</tt><tt class="py-op">)</tt> <tt class="py-keyword">and</tt>  </tt>
<a name="L243"></a><tt class="py-lineno"> 243</tt>  <tt class="py-line">                      <tt class="py-name">self</tt><tt class="py-op">.</tt><tt id="link-21" class="py-name" targets="Method cornetto.cornet.Cornet._lu_has_sense()=cornetto.cornet.Cornet-class.html#_lu_has_sense"><a title="cornetto.cornet.Cornet._lu_has_sense" class="py-name" href="#" onclick="return doclink('link-21', '_lu_has_sense', 'link-21');">_lu_has_sense</a></tt><tt class="py-op">(</tt><tt class="py-name">lu</tt><tt class="py-op">,</tt> <tt class="py-name">sense</tt><tt class="py-op">)</tt> <tt class="py-op">)</tt> <tt class="py-op">]</tt> </tt>
</div><a name="L244"></a><tt class="py-lineno"> 244</tt>  <tt class="py-line">     </tt>
<a name="L245"></a><tt class="py-lineno"> 245</tt>  <tt class="py-line"> </tt>
<a name="Cornet.get_related_lex_units"></a><div id="Cornet.get_related_lex_units-def"><a name="L246"></a><tt class="py-lineno"> 246</tt> <a class="py-toggle" href="#" id="Cornet.get_related_lex_units-toggle" onclick="return toggle('Cornet.get_related_lex_units');">-</a><tt class="py-line">    <tt class="py-keyword">def</tt> <a class="py-def-name" href="cornetto.cornet.Cornet-class.html#get_related_lex_units">get_related_lex_units</a><tt class="py-op">(</tt><tt class="py-param">self</tt><tt class="py-op">,</tt> <tt class="py-param">lu_spec</tt><tt class="py-op">,</tt> <tt class="py-param">rel_spec</tt><tt class="py-op">,</tt> <tt class="py-param">format</tt><tt class="py-op">=</tt><tt class="py-name">None</tt><tt class="py-op">)</tt><tt class="py-op">:</tt> </tt>
</div><div id="Cornet.get_related_lex_units-collapsed" style="display:none;" pad="++++" indent="++++++++"></div><div id="Cornet.get_related_lex_units-expanded"><a name="L247"></a><tt class="py-lineno"> 247</tt>  <tt class="py-line">        <tt class="py-docstring">"""</tt> </tt>
<a name="L248"></a><tt class="py-lineno"> 248</tt>  <tt class="py-line"><tt class="py-docstring">        For all specified lexical units,</tt> </tt>
<a name="L249"></a><tt class="py-lineno"> 249</tt>  <tt class="py-line"><tt class="py-docstring">        find all lexical units related by the specified relation.</tt> </tt>
<a name="L250"></a><tt class="py-lineno"> 250</tt>  <tt class="py-line"><tt class="py-docstring">          </tt> </tt>
<a name="L251"></a><tt class="py-lineno"> 251</tt>  <tt class="py-line"><tt class="py-docstring">        The search may be constrained by the setting of the maximum search depth; </tt> </tt>
<a name="L252"></a><tt class="py-lineno"> 252</tt>  <tt class="py-line"><tt class="py-docstring">        see set_max_depth.</tt> </tt>
<a name="L253"></a><tt class="py-lineno"> 253</tt>  <tt class="py-line"><tt class="py-docstring">        </tt> </tt>
<a name="L254"></a><tt class="py-lineno"> 254</tt>  <tt class="py-line"><tt class="py-docstring">        </tt> </tt>
<a name="L255"></a><tt class="py-lineno"> 255</tt>  <tt class="py-line"><tt class="py-docstring">        &gt;&gt;&gt; pprint(inst.get_related_lex_units("slang", "SYNONYM"))</tt> </tt>
<a name="L256"></a><tt class="py-lineno"> 256</tt>  <tt class="py-line"><tt class="py-docstring">        {'slang:noun:1': {'SYNONYM': {'serpent:noun:2': {}}},</tt> </tt>
<a name="L257"></a><tt class="py-lineno"> 257</tt>  <tt class="py-line"><tt class="py-docstring">         'slang:noun:2': {},</tt> </tt>
<a name="L258"></a><tt class="py-lineno"> 258</tt>  <tt class="py-line"><tt class="py-docstring">         'slang:noun:3': {'SYNONYM': {'pin:noun:2': {}, 'tang:noun:2': {}}},</tt> </tt>
<a name="L259"></a><tt class="py-lineno"> 259</tt>  <tt class="py-line"><tt class="py-docstring">         'slang:noun:4': {'SYNONYM': {'groepstaal:noun:1': {},</tt> </tt>
<a name="L260"></a><tt class="py-lineno"> 260</tt>  <tt class="py-line"><tt class="py-docstring">                                      'jargon:noun:1': {},</tt> </tt>
<a name="L261"></a><tt class="py-lineno"> 261</tt>  <tt class="py-line"><tt class="py-docstring">                                      'kringtaal:noun:1': {}}},</tt> </tt>
<a name="L262"></a><tt class="py-lineno"> 262</tt>  <tt class="py-line"><tt class="py-docstring">         'slang:noun:5': {'SYNONYM': {'muntslang:noun:1': {}}},</tt> </tt>
<a name="L263"></a><tt class="py-lineno"> 263</tt>  <tt class="py-line"><tt class="py-docstring">         'slang:noun:6': {'SYNONYM': {'Slang:noun:1': {}}}}</tt> </tt>
<a name="L264"></a><tt class="py-lineno"> 264</tt>  <tt class="py-line"><tt class="py-docstring"></tt> </tt>
<a name="L265"></a><tt class="py-lineno"> 265</tt>  <tt class="py-line"><tt class="py-docstring">        &gt;&gt;&gt; pprint(inst.get_related_lex_units("slang::1", "1"))</tt> </tt>
<a name="L266"></a><tt class="py-lineno"> 266</tt>  <tt class="py-line"><tt class="py-docstring">        {'slang:noun:1': {'HAS_HOLO_MEMBER': {'slangegebroed:noun:1': {},</tt> </tt>
<a name="L267"></a><tt class="py-lineno"> 267</tt>  <tt class="py-line"><tt class="py-docstring">                                              'slangengebroed:noun:2': {}},</tt> </tt>
<a name="L268"></a><tt class="py-lineno"> 268</tt>  <tt class="py-line"><tt class="py-docstring">                          'HAS_HYPERONYM': {'reptiel:noun:1': {}},</tt> </tt>
<a name="L269"></a><tt class="py-lineno"> 269</tt>  <tt class="py-line"><tt class="py-docstring">                          'HAS_HYPONYM': {'cobra:noun:1': {},</tt> </tt>
<a name="L270"></a><tt class="py-lineno"> 270</tt>  <tt class="py-line"><tt class="py-docstring">                                          'gifslang:noun:1': {},</tt> </tt>
<a name="L271"></a><tt class="py-lineno"> 271</tt>  <tt class="py-line"><tt class="py-docstring">                                          'hoedslang:noun:1': {},</tt> </tt>
<a name="L272"></a><tt class="py-lineno"> 272</tt>  <tt class="py-line"><tt class="py-docstring">                                          'hydra:noun:2': {},</tt> </tt>
<a name="L273"></a><tt class="py-lineno"> 273</tt>  <tt class="py-line"><tt class="py-docstring">                                          'lansslang:noun:1': {},</tt> </tt>
<a name="L274"></a><tt class="py-lineno"> 274</tt>  <tt class="py-line"><tt class="py-docstring">                                          'lepelslang:noun:1': {},</tt> </tt>
<a name="L275"></a><tt class="py-lineno"> 275</tt>  <tt class="py-line"><tt class="py-docstring">                                          'python:noun:2': {},</tt> </tt>
<a name="L276"></a><tt class="py-lineno"> 276</tt>  <tt class="py-line"><tt class="py-docstring">                                          'ratelslang:noun:1': {},</tt> </tt>
<a name="L277"></a><tt class="py-lineno"> 277</tt>  <tt class="py-line"><tt class="py-docstring">                                          'ringslang:noun:1': {},</tt> </tt>
<a name="L278"></a><tt class="py-lineno"> 278</tt>  <tt class="py-line"><tt class="py-docstring">                                          'rolslang:noun:1': {},</tt> </tt>
<a name="L279"></a><tt class="py-lineno"> 279</tt>  <tt class="py-line"><tt class="py-docstring">                                          'waterslang:noun:3': {},</tt> </tt>
<a name="L280"></a><tt class="py-lineno"> 280</tt>  <tt class="py-line"><tt class="py-docstring">                                          'wurgslang:noun:1': {},</tt> </tt>
<a name="L281"></a><tt class="py-lineno"> 281</tt>  <tt class="py-line"><tt class="py-docstring">                                          'zeeslang:noun:1': {}},</tt> </tt>
<a name="L282"></a><tt class="py-lineno"> 282</tt>  <tt class="py-line"><tt class="py-docstring">                          'HAS_MERO_PART': {'slangekop:noun:1': {},</tt> </tt>
<a name="L283"></a><tt class="py-lineno"> 283</tt>  <tt class="py-line"><tt class="py-docstring">                                            'slangenkop:noun:1': {}},</tt> </tt>
<a name="L284"></a><tt class="py-lineno"> 284</tt>  <tt class="py-line"><tt class="py-docstring">                          'SYNONYM': {'serpent:noun:2': {}}}}</tt> </tt>
<a name="L285"></a><tt class="py-lineno"> 285</tt>  <tt class="py-line"><tt class="py-docstring">                          </tt> </tt>
<a name="L286"></a><tt class="py-lineno"> 286</tt>  <tt class="py-line"><tt class="py-docstring">                                               </tt> </tt>
<a name="L287"></a><tt class="py-lineno"> 287</tt>  <tt class="py-line"><tt class="py-docstring">        @param lu_spec: lexical unit(s) specification of source</tt> </tt>
<a name="L288"></a><tt class="py-lineno"> 288</tt>  <tt class="py-line"><tt class="py-docstring">        @param rel_spec: relation(s) specification</tt> </tt>
<a name="L289"></a><tt class="py-lineno"> 289</tt>  <tt class="py-line"><tt class="py-docstring">        @keyword format: output format</tt> </tt>
<a name="L290"></a><tt class="py-lineno"> 290</tt>  <tt class="py-line"><tt class="py-docstring">        @type format: 'spec', 'xml', 'raw'</tt> </tt>
<a name="L291"></a><tt class="py-lineno"> 291</tt>  <tt class="py-line"><tt class="py-docstring">        </tt> </tt>
<a name="L292"></a><tt class="py-lineno"> 292</tt>  <tt class="py-line"><tt class="py-docstring">        @rtype: dict</tt> </tt>
<a name="L293"></a><tt class="py-lineno"> 293</tt>  <tt class="py-line"><tt class="py-docstring">        @return: an hierachical dict structure with lexical units and relations as keys </tt> </tt>
<a name="L294"></a><tt class="py-lineno"> 294</tt>  <tt class="py-line"><tt class="py-docstring">        """</tt>   </tt>
<a name="L295"></a><tt class="py-lineno"> 295</tt>  <tt class="py-line">        <tt class="py-name">rel_name</tt><tt class="py-op">,</tt> <tt class="py-name">depth</tt> <tt class="py-op">=</tt> <tt class="py-name">self</tt><tt class="py-op">.</tt><tt id="link-22" class="py-name" targets="Method cornetto.cornet.Cornet._split_rel_spec()=cornetto.cornet.Cornet-class.html#_split_rel_spec"><a title="cornetto.cornet.Cornet._split_rel_spec" class="py-name" href="#" onclick="return doclink('link-22', '_split_rel_spec', 'link-22');">_split_rel_spec</a></tt><tt class="py-op">(</tt><tt class="py-name">rel_spec</tt><tt class="py-op">)</tt> </tt>
<a name="L296"></a><tt class="py-lineno"> 296</tt>  <tt class="py-line">         </tt>
<a name="L297"></a><tt class="py-lineno"> 297</tt>  <tt class="py-line">        <tt class="py-keyword">if</tt> <tt class="py-keyword">not</tt> <tt class="py-name">rel_name</tt><tt class="py-op">:</tt> </tt>
<a name="L298"></a><tt class="py-lineno"> 298</tt>  <tt class="py-line">            <tt class="py-keyword">if</tt> <tt class="py-name">rel_spec</tt> <tt class="py-op">==</tt> <tt class="py-string">"+"</tt><tt class="py-op">:</tt> </tt>
<a name="L299"></a><tt class="py-lineno"> 299</tt>  <tt class="py-line">                <tt class="py-comment"># silently change to max allowed search depth</tt> </tt>
<a name="L300"></a><tt class="py-lineno"> 300</tt>  <tt class="py-line">                <tt class="py-name">depth</tt> <tt class="py-op">=</tt> <tt class="py-name">self</tt><tt class="py-op">.</tt><tt class="py-name">_max_depth</tt> </tt>
<a name="L301"></a><tt class="py-lineno"> 301</tt>  <tt class="py-line">            <tt class="py-keyword">elif</tt> <tt class="py-name">depth</tt> <tt class="py-op">&gt;</tt> <tt class="py-name">self</tt><tt class="py-op">.</tt><tt class="py-name">_max_depth</tt><tt class="py-op">:</tt> </tt>
<a name="L302"></a><tt class="py-lineno"> 302</tt>  <tt class="py-line">                <tt class="py-keyword">raise</tt> <tt class="py-name">ValueError</tt><tt class="py-op">(</tt><tt class="py-string">"requested search depth (%d) is larger than "</tt> </tt>
<a name="L303"></a><tt class="py-lineno"> 303</tt>  <tt class="py-line">                                 <tt class="py-string">"maximum search depth (%d)"</tt> <tt class="py-op">%</tt> <tt class="py-op">(</tt><tt class="py-name">depth</tt><tt class="py-op">,</tt> <tt class="py-name">self</tt><tt class="py-op">.</tt><tt class="py-name">_max_depth</tt><tt class="py-op">)</tt><tt class="py-op">)</tt> </tt>
<a name="L304"></a><tt class="py-lineno"> 304</tt>  <tt class="py-line">         </tt>
<a name="L305"></a><tt class="py-lineno"> 305</tt>  <tt class="py-line">        <tt class="py-name">lu_formatter</tt> <tt class="py-op">=</tt> <tt class="py-name">self</tt><tt class="py-op">.</tt><tt id="link-23" class="py-name"><a title="cornetto.cornet.Cornet._get_lex_unit_formatter" class="py-name" href="#" onclick="return doclink('link-23', '_get_lex_unit_formatter', 'link-19');">_get_lex_unit_formatter</a></tt><tt class="py-op">(</tt><tt class="py-name">format</tt><tt class="py-op">)</tt> </tt>
<a name="L306"></a><tt class="py-lineno"> 306</tt>  <tt class="py-line">        <tt class="py-name">rel_formatter</tt> <tt class="py-op">=</tt> <tt class="py-name">self</tt><tt class="py-op">.</tt><tt id="link-24" class="py-name" targets="Method cornetto.cornet.Cornet._get_relation_formatter()=cornetto.cornet.Cornet-class.html#_get_relation_formatter"><a title="cornetto.cornet.Cornet._get_relation_formatter" class="py-name" href="#" onclick="return doclink('link-24', '_get_relation_formatter', 'link-24');">_get_relation_formatter</a></tt><tt class="py-op">(</tt><tt class="py-name">format</tt><tt class="py-op">)</tt> </tt>
<a name="L307"></a><tt class="py-lineno"> 307</tt>  <tt class="py-line">        <tt class="py-name">related_lus</tt> <tt class="py-op">=</tt> <tt class="py-op">{</tt><tt class="py-op">}</tt> </tt>
<a name="L308"></a><tt class="py-lineno"> 308</tt>  <tt class="py-line">         </tt>
<a name="L309"></a><tt class="py-lineno"> 309</tt>  <tt class="py-line">        <tt class="py-keyword">for</tt> <tt class="py-name">from_lu</tt> <tt class="py-keyword">in</tt> <tt class="py-name">self</tt><tt class="py-op">.</tt><tt id="link-25" class="py-name"><a title="cornetto.cornet.Cornet.get_lex_units
cornetto.server.CornetProxy.get_lex_units" class="py-name" href="#" onclick="return doclink('link-25', 'get_lex_units', 'link-17');">get_lex_units</a></tt><tt class="py-op">(</tt><tt class="py-name">lu_spec</tt><tt class="py-op">,</tt> <tt class="py-name">format</tt><tt class="py-op">=</tt><tt class="py-string">"raw"</tt><tt class="py-op">)</tt><tt class="py-op">:</tt> </tt>
<a name="L310"></a><tt class="py-lineno"> 310</tt>  <tt class="py-line">            <tt class="py-name">from_lu_repr</tt> <tt class="py-op">=</tt> <tt class="py-name">lu_formatter</tt><tt class="py-op">(</tt><tt class="py-name">from_lu</tt><tt class="py-op">)</tt> </tt>
<a name="L311"></a><tt class="py-lineno"> 311</tt>  <tt class="py-line">             </tt>
<a name="L312"></a><tt class="py-lineno"> 312</tt>  <tt class="py-line">            <tt class="py-name">related_lus</tt><tt class="py-op">[</tt><tt class="py-name">from_lu_repr</tt><tt class="py-op">]</tt> <tt class="py-op">=</tt> \ </tt>
<a name="L313"></a><tt class="py-lineno"> 313</tt>  <tt class="py-line">            <tt class="py-name">self</tt><tt class="py-op">.</tt><tt id="link-26" class="py-name" targets="Method cornetto.cornet.Cornet._search_related_lex_units()=cornetto.cornet.Cornet-class.html#_search_related_lex_units"><a title="cornetto.cornet.Cornet._search_related_lex_units" class="py-name" href="#" onclick="return doclink('link-26', '_search_related_lex_units', 'link-26');">_search_related_lex_units</a></tt><tt class="py-op">(</tt><tt class="py-name">from_lu</tt><tt class="py-op">,</tt> <tt class="py-name">rel_name</tt><tt class="py-op">,</tt> <tt class="py-name">depth</tt><tt class="py-op">,</tt>  </tt>
<a name="L314"></a><tt class="py-lineno"> 314</tt>  <tt class="py-line">                                           <tt class="py-name">lu_formatter</tt><tt class="py-op">,</tt> <tt class="py-name">rel_formatter</tt><tt class="py-op">,</tt> <tt class="py-op">[</tt><tt class="py-name">from_lu</tt><tt class="py-op">]</tt><tt class="py-op">)</tt> </tt>
<a name="L315"></a><tt class="py-lineno"> 315</tt>  <tt class="py-line">             </tt>
<a name="L316"></a><tt class="py-lineno"> 316</tt>  <tt class="py-line">        <tt class="py-keyword">return</tt> <tt class="py-name">related_lus</tt> </tt>
</div><a name="L317"></a><tt class="py-lineno"> 317</tt>  <tt class="py-line">     </tt>
<a name="L318"></a><tt class="py-lineno"> 318</tt>  <tt class="py-line">     </tt>
<a name="Cornet.test_lex_units_relation"></a><div id="Cornet.test_lex_units_relation-def"><a name="L319"></a><tt class="py-lineno"> 319</tt> <a class="py-toggle" href="#" id="Cornet.test_lex_units_relation-toggle" onclick="return toggle('Cornet.test_lex_units_relation');">-</a><tt class="py-line">    <tt class="py-keyword">def</tt> <a class="py-def-name" href="cornetto.cornet.Cornet-class.html#test_lex_units_relation">test_lex_units_relation</a><tt class="py-op">(</tt><tt class="py-param">self</tt><tt class="py-op">,</tt> <tt class="py-param">from_lu_spec</tt><tt class="py-op">,</tt> <tt class="py-param">rel_spec</tt><tt class="py-op">,</tt> <tt class="py-param">to_lu_spec</tt><tt class="py-op">,</tt> <tt class="py-param">format</tt><tt class="py-op">=</tt><tt class="py-name">None</tt><tt class="py-op">)</tt><tt class="py-op">:</tt> </tt>
</div><div id="Cornet.test_lex_units_relation-collapsed" style="display:none;" pad="++++" indent="++++++++"></div><div id="Cornet.test_lex_units_relation-expanded"><a name="L320"></a><tt class="py-lineno"> 320</tt>  <tt class="py-line">        <tt class="py-docstring">"""</tt> </tt>
<a name="L321"></a><tt class="py-lineno"> 321</tt>  <tt class="py-line"><tt class="py-docstring">        Test if certain relation(s) hold between certain lexical units by</tt> </tt>
<a name="L322"></a><tt class="py-lineno"> 322</tt>  <tt class="py-line"><tt class="py-docstring">        searching for a a path from any of the source lexical units to any of</tt> </tt>
<a name="L323"></a><tt class="py-lineno"> 323</tt>  <tt class="py-line"><tt class="py-docstring">        target lexical unit(s) along one or more of the specified relation(s)</tt> </tt>
<a name="L324"></a><tt class="py-lineno"> 324</tt>  <tt class="py-line"><tt class="py-docstring">        </tt> </tt>
<a name="L325"></a><tt class="py-lineno"> 325</tt>  <tt class="py-line"><tt class="py-docstring">        </tt> </tt>
<a name="L326"></a><tt class="py-lineno"> 326</tt>  <tt class="py-line"><tt class="py-docstring">        &gt;&gt;&gt; inst.test_lex_units_relation("lamp", "HAS_HYPONYM", "gloeilamp")</tt> </tt>
<a name="L327"></a><tt class="py-lineno"> 327</tt>  <tt class="py-line"><tt class="py-docstring">        ['lamp:noun:2', 'HAS_HYPONYM', 'gloeilamp:noun:1']</tt> </tt>
<a name="L328"></a><tt class="py-lineno"> 328</tt>  <tt class="py-line"><tt class="py-docstring">        </tt> </tt>
<a name="L329"></a><tt class="py-lineno"> 329</tt>  <tt class="py-line"><tt class="py-docstring">        &gt;&gt;&gt; inst.test_lex_units_relation("lamp", "HAS_HYPONYM2", "fotolamp")</tt> </tt>
<a name="L330"></a><tt class="py-lineno"> 330</tt>  <tt class="py-line"><tt class="py-docstring">        ['lamp:noun:2', 'HAS_HYPONYM', 'gloeilamp:noun:1', 'HAS_HYPONYM', 'fotolamp:noun:1']</tt> </tt>
<a name="L331"></a><tt class="py-lineno"> 331</tt>  <tt class="py-line"><tt class="py-docstring">        </tt> </tt>
<a name="L332"></a><tt class="py-lineno"> 332</tt>  <tt class="py-line"><tt class="py-docstring">        &gt;&gt;&gt; inst.test_lex_units_relation("lamp", "HAS_HYPONYM", "fotolamp")</tt> </tt>
<a name="L333"></a><tt class="py-lineno"> 333</tt>  <tt class="py-line"><tt class="py-docstring">        []</tt> </tt>
<a name="L334"></a><tt class="py-lineno"> 334</tt>  <tt class="py-line"><tt class="py-docstring">        </tt> </tt>
<a name="L335"></a><tt class="py-lineno"> 335</tt>  <tt class="py-line"><tt class="py-docstring">        </tt> </tt>
<a name="L336"></a><tt class="py-lineno"> 336</tt>  <tt class="py-line"><tt class="py-docstring">        @param from_lu_spec: lexical unit specification of the source(s)</tt> </tt>
<a name="L337"></a><tt class="py-lineno"> 337</tt>  <tt class="py-line"><tt class="py-docstring">        @param rel_spec: relation(s) specification</tt> </tt>
<a name="L338"></a><tt class="py-lineno"> 338</tt>  <tt class="py-line"><tt class="py-docstring">        @param to_lu_spec: lexical unit specification of the target(s)</tt> </tt>
<a name="L339"></a><tt class="py-lineno"> 339</tt>  <tt class="py-line"><tt class="py-docstring">        @keyword format: output format</tt> </tt>
<a name="L340"></a><tt class="py-lineno"> 340</tt>  <tt class="py-line"><tt class="py-docstring">        @type format: 'spec', 'xml', 'raw'</tt> </tt>
<a name="L341"></a><tt class="py-lineno"> 341</tt>  <tt class="py-line"><tt class="py-docstring">        </tt> </tt>
<a name="L342"></a><tt class="py-lineno"> 342</tt>  <tt class="py-line"><tt class="py-docstring">        @return: list of lexical units and relations in requested output format,</tt> </tt>
<a name="L343"></a><tt class="py-lineno"> 343</tt>  <tt class="py-line"><tt class="py-docstring">                 possibly empty</tt> </tt>
<a name="L344"></a><tt class="py-lineno"> 344</tt>  <tt class="py-line"><tt class="py-docstring">        @rtype: list </tt> </tt>
<a name="L345"></a><tt class="py-lineno"> 345</tt>  <tt class="py-line"><tt class="py-docstring">        </tt> </tt>
<a name="L346"></a><tt class="py-lineno"> 346</tt>  <tt class="py-line"><tt class="py-docstring">        @warning: The result may not be the only shortest path.</tt> </tt>
<a name="L347"></a><tt class="py-lineno"> 347</tt>  <tt class="py-line"><tt class="py-docstring">        """</tt> </tt>
<a name="L348"></a><tt class="py-lineno"> 348</tt>  <tt class="py-line">        <tt class="py-name">rel_name</tt><tt class="py-op">,</tt> <tt class="py-name">depth</tt> <tt class="py-op">=</tt> <tt class="py-name">self</tt><tt class="py-op">.</tt><tt id="link-27" class="py-name"><a title="cornetto.cornet.Cornet._split_rel_spec" class="py-name" href="#" onclick="return doclink('link-27', '_split_rel_spec', 'link-22');">_split_rel_spec</a></tt><tt class="py-op">(</tt><tt class="py-name">rel_spec</tt><tt class="py-op">)</tt> </tt>
<a name="L349"></a><tt class="py-lineno"> 349</tt>  <tt class="py-line">         </tt>
<a name="L350"></a><tt class="py-lineno"> 350</tt>  <tt class="py-line">        <tt class="py-name">from_lus</tt> <tt class="py-op">=</tt> <tt class="py-name">self</tt><tt class="py-op">.</tt><tt id="link-28" class="py-name"><a title="cornetto.cornet.Cornet.get_lex_units
cornetto.server.CornetProxy.get_lex_units" class="py-name" href="#" onclick="return doclink('link-28', 'get_lex_units', 'link-17');">get_lex_units</a></tt><tt class="py-op">(</tt><tt class="py-name">from_lu_spec</tt><tt class="py-op">,</tt> <tt class="py-name">format</tt><tt class="py-op">=</tt><tt class="py-string">"raw"</tt><tt class="py-op">)</tt> </tt>
<a name="L351"></a><tt class="py-lineno"> 351</tt>  <tt class="py-line">        <tt class="py-name">to_lus</tt> <tt class="py-op">=</tt> <tt class="py-name">self</tt><tt class="py-op">.</tt><tt id="link-29" class="py-name"><a title="cornetto.cornet.Cornet.get_lex_units
cornetto.server.CornetProxy.get_lex_units" class="py-name" href="#" onclick="return doclink('link-29', 'get_lex_units', 'link-17');">get_lex_units</a></tt><tt class="py-op">(</tt><tt class="py-name">to_lu_spec</tt><tt class="py-op">,</tt> <tt class="py-name">format</tt><tt class="py-op">=</tt><tt class="py-string">"raw"</tt><tt class="py-op">)</tt> </tt>
<a name="L352"></a><tt class="py-lineno"> 352</tt>  <tt class="py-line">         </tt>
<a name="L353"></a><tt class="py-lineno"> 353</tt>  <tt class="py-line">        <tt class="py-name">pred</tt><tt class="py-op">,</tt> <tt class="py-name">common_lu</tt><tt class="py-op">,</tt> <tt class="py-name">succ</tt> <tt class="py-op">=</tt> <tt class="py-name">self</tt><tt class="py-op">.</tt><tt id="link-30" class="py-name" targets="Method cornetto.cornet.Cornet._bidirectional_shortest_path()=cornetto.cornet.Cornet-class.html#_bidirectional_shortest_path"><a title="cornetto.cornet.Cornet._bidirectional_shortest_path" class="py-name" href="#" onclick="return doclink('link-30', '_bidirectional_shortest_path', 'link-30');">_bidirectional_shortest_path</a></tt><tt class="py-op">(</tt><tt class="py-name">from_lus</tt><tt class="py-op">,</tt> <tt class="py-name">to_lus</tt><tt class="py-op">,</tt> <tt class="py-name">rel_name</tt><tt class="py-op">,</tt> <tt class="py-name">depth</tt><tt class="py-op">)</tt>  </tt>
<a name="L354"></a><tt class="py-lineno"> 354</tt>  <tt class="py-line">        <tt class="py-name">path</tt> <tt class="py-op">=</tt> <tt class="py-name">self</tt><tt class="py-op">.</tt><tt id="link-31" class="py-name" targets="Method cornetto.cornet.Cornet._reconstruct_path()=cornetto.cornet.Cornet-class.html#_reconstruct_path"><a title="cornetto.cornet.Cornet._reconstruct_path" class="py-name" href="#" onclick="return doclink('link-31', '_reconstruct_path', 'link-31');">_reconstruct_path</a></tt><tt class="py-op">(</tt><tt class="py-name">pred</tt><tt class="py-op">,</tt> <tt class="py-name">common_lu</tt><tt class="py-op">,</tt> <tt class="py-name">succ</tt><tt class="py-op">,</tt> <tt class="py-name">format</tt><tt class="py-op">)</tt> </tt>
<a name="L355"></a><tt class="py-lineno"> 355</tt>  <tt class="py-line">        <tt class="py-keyword">return</tt> <tt class="py-name">path</tt> </tt>
</div><a name="L356"></a><tt class="py-lineno"> 356</tt>  <tt class="py-line">         </tt>
<a name="L357"></a><tt class="py-lineno"> 357</tt>  <tt class="py-line">                  </tt>
<a name="L358"></a><tt class="py-lineno"> 358</tt>  <tt class="py-line">         </tt>
<a name="Cornet.get_synsets"></a><div id="Cornet.get_synsets-def"><a name="L359"></a><tt class="py-lineno"> 359</tt> <a class="py-toggle" href="#" id="Cornet.get_synsets-toggle" onclick="return toggle('Cornet.get_synsets');">-</a><tt class="py-line">    <tt class="py-keyword">def</tt> <a class="py-def-name" href="cornetto.cornet.Cornet-class.html#get_synsets">get_synsets</a><tt class="py-op">(</tt><tt class="py-param">self</tt><tt class="py-op">,</tt> <tt class="py-param">spec</tt><tt class="py-op">,</tt> <tt class="py-param">format</tt><tt class="py-op">=</tt><tt class="py-name">None</tt><tt class="py-op">)</tt><tt class="py-op">:</tt> </tt>
</div><div id="Cornet.get_synsets-collapsed" style="display:none;" pad="++++" indent="++++++++"></div><div id="Cornet.get_synsets-expanded"><a name="L360"></a><tt class="py-lineno"> 360</tt>  <tt class="py-line">        <tt class="py-docstring">"""</tt> </tt>
<a name="L361"></a><tt class="py-lineno"> 361</tt>  <tt class="py-line"><tt class="py-docstring">        Get all synsets containing lexical units which satisfy a certain</tt> </tt>
<a name="L362"></a><tt class="py-lineno"> 362</tt>  <tt class="py-line"><tt class="py-docstring">        specification.</tt> </tt>
<a name="L363"></a><tt class="py-lineno"> 363</tt>  <tt class="py-line"><tt class="py-docstring">        </tt> </tt>
<a name="L364"></a><tt class="py-lineno"> 364</tt>  <tt class="py-line"><tt class="py-docstring">        </tt> </tt>
<a name="L365"></a><tt class="py-lineno"> 365</tt>  <tt class="py-line"><tt class="py-docstring">        &gt;&gt;&gt; pprint(inst.get_synsets("slang"))</tt> </tt>
<a name="L366"></a><tt class="py-lineno"> 366</tt>  <tt class="py-line"><tt class="py-docstring">        [['Slang:noun:1', 'slang:noun:6'],</tt> </tt>
<a name="L367"></a><tt class="py-lineno"> 367</tt>  <tt class="py-line"><tt class="py-docstring">         ['slang:noun:5', 'muntslang:noun:1'],</tt> </tt>
<a name="L368"></a><tt class="py-lineno"> 368</tt>  <tt class="py-line"><tt class="py-docstring">         ['slang:noun:1', 'serpent:noun:2'],</tt> </tt>
<a name="L369"></a><tt class="py-lineno"> 369</tt>  <tt class="py-line"><tt class="py-docstring">         ['slang:noun:2'],</tt> </tt>
<a name="L370"></a><tt class="py-lineno"> 370</tt>  <tt class="py-line"><tt class="py-docstring">         ['tang:noun:2', 'pin:noun:2', 'slang:noun:3'],</tt> </tt>
<a name="L371"></a><tt class="py-lineno"> 371</tt>  <tt class="py-line"><tt class="py-docstring">         ['jargon:noun:1', 'groepstaal:noun:1', 'kringtaal:noun:1', 'slang:noun:4']]</tt> </tt>
<a name="L372"></a><tt class="py-lineno"> 372</tt>  <tt class="py-line"><tt class="py-docstring">         </tt> </tt>
<a name="L373"></a><tt class="py-lineno"> 373</tt>  <tt class="py-line"><tt class="py-docstring">         &gt;&gt;&gt; pprint(inst.get_synsets("slang:noun:5"))</tt> </tt>
<a name="L374"></a><tt class="py-lineno"> 374</tt>  <tt class="py-line"><tt class="py-docstring">         [['slang:noun:5', 'muntslang:noun:1']]</tt> </tt>
<a name="L375"></a><tt class="py-lineno"> 375</tt>  <tt class="py-line"><tt class="py-docstring"></tt> </tt>
<a name="L376"></a><tt class="py-lineno"> 376</tt>  <tt class="py-line"><tt class="py-docstring">         &gt;&gt;&gt; pprint(inst.get_synsets("slang:noun:7"))</tt> </tt>
<a name="L377"></a><tt class="py-lineno"> 377</tt>  <tt class="py-line"><tt class="py-docstring">         []</tt> </tt>
<a name="L378"></a><tt class="py-lineno"> 378</tt>  <tt class="py-line"><tt class="py-docstring">        </tt> </tt>
<a name="L379"></a><tt class="py-lineno"> 379</tt>  <tt class="py-line"><tt class="py-docstring">         </tt> </tt>
<a name="L380"></a><tt class="py-lineno"> 380</tt>  <tt class="py-line"><tt class="py-docstring">        @param spec: lexical unit specification </tt> </tt>
<a name="L381"></a><tt class="py-lineno"> 381</tt>  <tt class="py-line"><tt class="py-docstring">        @keyword format: output format</tt> </tt>
<a name="L382"></a><tt class="py-lineno"> 382</tt>  <tt class="py-line"><tt class="py-docstring">        @type format: 'spec', 'xml', 'raw'</tt> </tt>
<a name="L383"></a><tt class="py-lineno"> 383</tt>  <tt class="py-line"><tt class="py-docstring">        </tt> </tt>
<a name="L384"></a><tt class="py-lineno"> 384</tt>  <tt class="py-line"><tt class="py-docstring">        @return: list of synsets (lists) with lexical units in requested </tt> </tt>
<a name="L385"></a><tt class="py-lineno"> 385</tt>  <tt class="py-line"><tt class="py-docstring">                 output format </tt> </tt>
<a name="L386"></a><tt class="py-lineno"> 386</tt>  <tt class="py-line"><tt class="py-docstring">        @rtype: list</tt> </tt>
<a name="L387"></a><tt class="py-lineno"> 387</tt>  <tt class="py-line"><tt class="py-docstring">         </tt> </tt>
<a name="L388"></a><tt class="py-lineno"> 388</tt>  <tt class="py-line"><tt class="py-docstring">        """</tt> </tt>
<a name="L389"></a><tt class="py-lineno"> 389</tt>  <tt class="py-line">        <tt class="py-name">form</tt><tt class="py-op">,</tt> <tt class="py-name">cat</tt><tt class="py-op">,</tt> <tt class="py-name">sense</tt> <tt class="py-op">=</tt> <tt class="py-name">self</tt><tt class="py-op">.</tt><tt id="link-32" class="py-name"><a title="cornetto.cornet.Cornet._split_unit_spec" class="py-name" href="#" onclick="return doclink('link-32', '_split_unit_spec', 'link-18');">_split_unit_spec</a></tt><tt class="py-op">(</tt><tt class="py-name">spec</tt><tt class="py-op">)</tt> </tt>
<a name="L390"></a><tt class="py-lineno"> 390</tt>  <tt class="py-line">        <tt class="py-name">synsets</tt> <tt class="py-op">=</tt> <tt class="py-op">[</tt><tt class="py-op">]</tt> </tt>
<a name="L391"></a><tt class="py-lineno"> 391</tt>  <tt class="py-line">        <tt class="py-name">formatter</tt> <tt class="py-op">=</tt> <tt class="py-name">self</tt><tt class="py-op">.</tt><tt id="link-33" class="py-name" targets="Method cornetto.cornet.Cornet._get_synset_formatter()=cornetto.cornet.Cornet-class.html#_get_synset_formatter"><a title="cornetto.cornet.Cornet._get_synset_formatter" class="py-name" href="#" onclick="return doclink('link-33', '_get_synset_formatter', 'link-33');">_get_synset_formatter</a></tt><tt class="py-op">(</tt><tt class="py-name">format</tt><tt class="py-op">)</tt> </tt>
<a name="L392"></a><tt class="py-lineno"> 392</tt>  <tt class="py-line">         </tt>
<a name="L393"></a><tt class="py-lineno"> 393</tt>  <tt class="py-line">        <tt class="py-keyword">for</tt> <tt class="py-name">lu</tt> <tt class="py-keyword">in</tt> <tt class="py-name">self</tt><tt class="py-op">.</tt><tt class="py-name">_form2lu</tt><tt class="py-op">.</tt><tt class="py-name">get</tt><tt class="py-op">(</tt><tt class="py-name">form</tt><tt class="py-op">,</tt> <tt class="py-op">[</tt><tt class="py-op">]</tt><tt class="py-op">)</tt><tt class="py-op">:</tt> </tt>
<a name="L394"></a><tt class="py-lineno"> 394</tt>  <tt class="py-line">            <tt class="py-keyword">if</tt> <tt class="py-op">(</tt> <tt class="py-name">self</tt><tt class="py-op">.</tt><tt id="link-34" class="py-name"><a title="cornetto.cornet.Cornet._lu_has_cat" class="py-name" href="#" onclick="return doclink('link-34', '_lu_has_cat', 'link-20');">_lu_has_cat</a></tt><tt class="py-op">(</tt><tt class="py-name">lu</tt><tt class="py-op">,</tt> <tt class="py-name">cat</tt><tt class="py-op">)</tt> <tt class="py-keyword">and</tt>  </tt>
<a name="L395"></a><tt class="py-lineno"> 395</tt>  <tt class="py-line">                 <tt class="py-name">self</tt><tt class="py-op">.</tt><tt id="link-35" class="py-name"><a title="cornetto.cornet.Cornet._lu_has_sense" class="py-name" href="#" onclick="return doclink('link-35', '_lu_has_sense', 'link-21');">_lu_has_sense</a></tt><tt class="py-op">(</tt><tt class="py-name">lu</tt><tt class="py-op">,</tt> <tt class="py-name">sense</tt><tt class="py-op">)</tt> <tt class="py-op">)</tt><tt class="py-op">:</tt>  </tt>
<a name="L396"></a><tt class="py-lineno"> 396</tt>  <tt class="py-line">                <tt class="py-comment"># Using new attribute added while parsing synonym relations</tt> </tt>
<a name="L397"></a><tt class="py-lineno"> 397</tt>  <tt class="py-line">                <tt class="py-comment"># to find the id's of all synsets to which this lu belongs.</tt> </tt>
<a name="L398"></a><tt class="py-lineno"> 398</tt>  <tt class="py-line">                <tt class="py-comment"># Alternatively, we could use the graph to find all lu's which</tt> </tt>
<a name="L399"></a><tt class="py-lineno"> 399</tt>  <tt class="py-line">                <tt class="py-comment"># are synonym to this lu.</tt> </tt>
<a name="L400"></a><tt class="py-lineno"> 400</tt>  <tt class="py-line">                <tt class="py-keyword">for</tt> <tt class="py-name">c_sy_id</tt> <tt class="py-keyword">in</tt> <tt class="py-name">lu</tt><tt class="py-op">.</tt><tt class="py-name">get</tt><tt class="py-op">(</tt><tt class="py-string">"c_sy_id"</tt><tt class="py-op">,</tt> <tt class="py-string">""</tt><tt class="py-op">)</tt><tt class="py-op">.</tt><tt class="py-name">split</tt><tt class="py-op">(</tt><tt class="py-string">","</tt><tt class="py-op">)</tt><tt class="py-op">:</tt> </tt>
<a name="L401"></a><tt class="py-lineno"> 401</tt>  <tt class="py-line">                    <tt class="py-keyword">try</tt><tt class="py-op">:</tt> </tt>
<a name="L402"></a><tt class="py-lineno"> 402</tt>  <tt class="py-line">                        <tt class="py-name">sy</tt> <tt class="py-op">=</tt> <tt class="py-name">self</tt><tt class="py-op">.</tt><tt class="py-name">_c_sy_id2synset</tt><tt class="py-op">[</tt><tt class="py-name">c_sy_id</tt><tt class="py-op">]</tt> </tt>
<a name="L403"></a><tt class="py-lineno"> 403</tt>  <tt class="py-line">                    <tt class="py-keyword">except</tt> <tt class="py-name">KeyError</tt><tt class="py-op">:</tt> </tt>
<a name="L404"></a><tt class="py-lineno"> 404</tt>  <tt class="py-line">                        <tt class="py-comment"># oops, there is no synset with this id</tt> </tt>
<a name="L405"></a><tt class="py-lineno"> 405</tt>  <tt class="py-line">                        <tt class="py-keyword">continue</tt> </tt>
<a name="L406"></a><tt class="py-lineno"> 406</tt>  <tt class="py-line">                    <tt class="py-name">synsets</tt><tt class="py-op">.</tt><tt class="py-name">append</tt><tt class="py-op">(</tt><tt class="py-name">formatter</tt><tt class="py-op">(</tt><tt class="py-name">sy</tt><tt class="py-op">)</tt><tt class="py-op">)</tt> </tt>
<a name="L407"></a><tt class="py-lineno"> 407</tt>  <tt class="py-line">                 </tt>
<a name="L408"></a><tt class="py-lineno"> 408</tt>  <tt class="py-line">        <tt class="py-keyword">return</tt> <tt class="py-name">synsets</tt> </tt>
</div><a name="L409"></a><tt class="py-lineno"> 409</tt>  <tt class="py-line"> </tt>
<a name="L410"></a><tt class="py-lineno"> 410</tt>  <tt class="py-line">         </tt>
<a name="Cornet.get_related_synsets"></a><div id="Cornet.get_related_synsets-def"><a name="L411"></a><tt class="py-lineno"> 411</tt> <a class="py-toggle" href="#" id="Cornet.get_related_synsets-toggle" onclick="return toggle('Cornet.get_related_synsets');">-</a><tt class="py-line">    <tt class="py-keyword">def</tt> <a class="py-def-name" href="cornetto.cornet.Cornet-class.html#get_related_synsets">get_related_synsets</a><tt class="py-op">(</tt><tt class="py-param">self</tt><tt class="py-op">,</tt> <tt class="py-param">lu_spec</tt><tt class="py-op">,</tt> <tt class="py-param">rel_name</tt><tt class="py-op">=</tt><tt class="py-name">None</tt><tt class="py-op">,</tt> <tt class="py-param">format</tt><tt class="py-op">=</tt><tt class="py-name">None</tt><tt class="py-op">)</tt><tt class="py-op">:</tt> </tt>
</div><div id="Cornet.get_related_synsets-collapsed" style="display:none;" pad="++++" indent="++++++++"></div><div id="Cornet.get_related_synsets-expanded"><a name="L412"></a><tt class="py-lineno"> 412</tt>  <tt class="py-line">        <tt class="py-comment"># Not very useful. Remove this method?</tt> </tt>
<a name="L413"></a><tt class="py-lineno"> 413</tt>  <tt class="py-line">        <tt class="py-comment"># Or generalize to relation spec?</tt> </tt>
<a name="L414"></a><tt class="py-lineno"> 414</tt>  <tt class="py-line">        <tt class="py-docstring">"""</tt> </tt>
<a name="L415"></a><tt class="py-lineno"> 415</tt>  <tt class="py-line"><tt class="py-docstring">        For all synsets containing lexical units satisfying this specification</tt> </tt>
<a name="L416"></a><tt class="py-lineno"> 416</tt>  <tt class="py-line"><tt class="py-docstring">        find the related synsets along this relation.  </tt> </tt>
<a name="L417"></a><tt class="py-lineno"> 417</tt>  <tt class="py-line"><tt class="py-docstring">        If no relation is given, all relations are considered.</tt> </tt>
<a name="L418"></a><tt class="py-lineno"> 418</tt>  <tt class="py-line"><tt class="py-docstring">        </tt> </tt>
<a name="L419"></a><tt class="py-lineno"> 419</tt>  <tt class="py-line"><tt class="py-docstring"></tt> </tt>
<a name="L420"></a><tt class="py-lineno"> 420</tt>  <tt class="py-line"><tt class="py-docstring">        &gt;&gt;&gt; pprint(inst.get_related_synsets("lamp", "HAS_HYPERONYM"))</tt> </tt>
<a name="L421"></a><tt class="py-lineno"> 421</tt>  <tt class="py-line"><tt class="py-docstring">        {'HAS_HYPERONYM': [['armatuur:noun:1', 'verlichtingsarmatuur:noun:1'],</tt> </tt>
<a name="L422"></a><tt class="py-lineno"> 422</tt>  <tt class="py-line"><tt class="py-docstring">                           ['lamp:noun:2', 'licht:noun:13', 'lichtje:noun:1'],</tt> </tt>
<a name="L423"></a><tt class="py-lineno"> 423</tt>  <tt class="py-line"><tt class="py-docstring">                           ['lichtbron:noun:1'],</tt> </tt>
<a name="L424"></a><tt class="py-lineno"> 424</tt>  <tt class="py-line"><tt class="py-docstring">                           ['voorwerp:noun:1', 'ding:noun:1']]}</tt> </tt>
<a name="L425"></a><tt class="py-lineno"> 425</tt>  <tt class="py-line"><tt class="py-docstring">        </tt> </tt>
<a name="L426"></a><tt class="py-lineno"> 426</tt>  <tt class="py-line"><tt class="py-docstring">        &gt;&gt;&gt; pprint(inst.get_related_synsets("slang::1"))</tt> </tt>
<a name="L427"></a><tt class="py-lineno"> 427</tt>  <tt class="py-line"><tt class="py-docstring">        {'HAS_HOLO_MEMBER': [['slangegebroed:noun:1', 'slangengebroed:noun:2']],</tt> </tt>
<a name="L428"></a><tt class="py-lineno"> 428</tt>  <tt class="py-line"><tt class="py-docstring">         'HAS_HYPERONYM': [['reptiel:noun:1']],</tt> </tt>
<a name="L429"></a><tt class="py-lineno"> 429</tt>  <tt class="py-line"><tt class="py-docstring">         'HAS_MERO_PART': [['slangekop:noun:1', 'slangenkop:noun:1']]}</tt> </tt>
<a name="L430"></a><tt class="py-lineno"> 430</tt>  <tt class="py-line"><tt class="py-docstring">         </tt> </tt>
<a name="L431"></a><tt class="py-lineno"> 431</tt>  <tt class="py-line"><tt class="py-docstring"></tt> </tt>
<a name="L432"></a><tt class="py-lineno"> 432</tt>  <tt class="py-line"><tt class="py-docstring">        @param lu_spec: lexical unit(s) specification of source</tt> </tt>
<a name="L433"></a><tt class="py-lineno"> 433</tt>  <tt class="py-line"><tt class="py-docstring">        @param rel_name: relation name</tt> </tt>
<a name="L434"></a><tt class="py-lineno"> 434</tt>  <tt class="py-line"><tt class="py-docstring">        </tt> </tt>
<a name="L435"></a><tt class="py-lineno"> 435</tt>  <tt class="py-line"><tt class="py-docstring">        @return: a dict with relations as keys and lists of synsets as values</tt> </tt>
<a name="L436"></a><tt class="py-lineno"> 436</tt>  <tt class="py-line"><tt class="py-docstring">        @rtype: dict</tt> </tt>
<a name="L437"></a><tt class="py-lineno"> 437</tt>  <tt class="py-line"><tt class="py-docstring">        </tt> </tt>
<a name="L438"></a><tt class="py-lineno"> 438</tt>  <tt class="py-line"><tt class="py-docstring">        @note: Parameter rel_name is a relation name, not a relation specification.</tt> </tt>
<a name="L439"></a><tt class="py-lineno"> 439</tt>  <tt class="py-line"><tt class="py-docstring">               Search is thus not transitive.</tt> </tt>
<a name="L440"></a><tt class="py-lineno"> 440</tt>  <tt class="py-line"><tt class="py-docstring">        """</tt> </tt>
<a name="L441"></a><tt class="py-lineno"> 441</tt>  <tt class="py-line">        <tt class="py-name">form</tt><tt class="py-op">,</tt> <tt class="py-name">cat</tt><tt class="py-op">,</tt> <tt class="py-name">sense</tt> <tt class="py-op">=</tt> <tt class="py-name">self</tt><tt class="py-op">.</tt><tt id="link-36" class="py-name"><a title="cornetto.cornet.Cornet._split_unit_spec" class="py-name" href="#" onclick="return doclink('link-36', '_split_unit_spec', 'link-18');">_split_unit_spec</a></tt><tt class="py-op">(</tt><tt class="py-name">lu_spec</tt><tt class="py-op">)</tt> </tt>
<a name="L442"></a><tt class="py-lineno"> 442</tt>  <tt class="py-line">        <tt class="py-keyword">if</tt> <tt class="py-name">rel_name</tt><tt class="py-op">:</tt> <tt class="py-name">rel_name</tt> <tt class="py-op">=</tt> <tt class="py-name">rel_name</tt><tt class="py-op">.</tt><tt class="py-name">upper</tt><tt class="py-op">(</tt><tt class="py-op">)</tt> </tt>
<a name="L443"></a><tt class="py-lineno"> 443</tt>  <tt class="py-line">        <tt class="py-name">syn_formatter</tt> <tt class="py-op">=</tt> <tt class="py-name">self</tt><tt class="py-op">.</tt><tt id="link-37" class="py-name"><a title="cornetto.cornet.Cornet._get_synset_formatter" class="py-name" href="#" onclick="return doclink('link-37', '_get_synset_formatter', 'link-33');">_get_synset_formatter</a></tt><tt class="py-op">(</tt><tt class="py-name">format</tt><tt class="py-op">)</tt> </tt>
<a name="L444"></a><tt class="py-lineno"> 444</tt>  <tt class="py-line">        <tt class="py-name">rel_formatter</tt> <tt class="py-op">=</tt> <tt class="py-name">self</tt><tt class="py-op">.</tt><tt id="link-38" class="py-name"><a title="cornetto.cornet.Cornet._get_relation_formatter" class="py-name" href="#" onclick="return doclink('link-38', '_get_relation_formatter', 'link-24');">_get_relation_formatter</a></tt><tt class="py-op">(</tt><tt class="py-name">format</tt><tt class="py-op">)</tt> </tt>
<a name="L445"></a><tt class="py-lineno"> 445</tt>  <tt class="py-line">        <tt class="py-name">related_syns</tt> <tt class="py-op">=</tt> <tt class="py-op">{</tt><tt class="py-op">}</tt> </tt>
<a name="L446"></a><tt class="py-lineno"> 446</tt>  <tt class="py-line">         </tt>
<a name="L447"></a><tt class="py-lineno"> 447</tt>  <tt class="py-line">        <tt class="py-comment"># lazy and slow</tt> </tt>
<a name="L448"></a><tt class="py-lineno"> 448</tt>  <tt class="py-line">        <tt class="py-keyword">for</tt> <tt class="py-name">from_syn</tt> <tt class="py-keyword">in</tt> <tt class="py-name">self</tt><tt class="py-op">.</tt><tt id="link-39" class="py-name" targets="Method cornetto.cornet.Cornet.get_synsets()=cornetto.cornet.Cornet-class.html#get_synsets,Method cornetto.server.CornetProxy.get_synsets()=cornetto.server.CornetProxy-class.html#get_synsets"><a title="cornetto.cornet.Cornet.get_synsets
cornetto.server.CornetProxy.get_synsets" class="py-name" href="#" onclick="return doclink('link-39', 'get_synsets', 'link-39');">get_synsets</a></tt><tt class="py-op">(</tt><tt class="py-name">lu_spec</tt><tt class="py-op">,</tt> <tt class="py-name">format</tt><tt class="py-op">=</tt><tt class="py-string">"raw"</tt><tt class="py-op">)</tt><tt class="py-op">:</tt> </tt>
<a name="L449"></a><tt class="py-lineno"> 449</tt>  <tt class="py-line">            <tt class="py-keyword">for</tt> <tt class="py-name">rel</tt> <tt class="py-keyword">in</tt> <tt class="py-name">from_syn</tt><tt class="py-op">.</tt><tt class="py-name">find</tt><tt class="py-op">(</tt><tt class="py-string">"wn_internal_relations"</tt><tt class="py-op">)</tt> <tt class="py-keyword">or</tt> <tt class="py-op">[</tt><tt class="py-op">]</tt><tt class="py-op">:</tt> </tt>
<a name="L450"></a><tt class="py-lineno"> 450</tt>  <tt class="py-line">                <tt class="py-keyword">if</tt> <tt class="py-name">self</tt><tt class="py-op">.</tt><tt id="link-40" class="py-name" targets="Method cornetto.cornet.Cornet._rel_has_name()=cornetto.cornet.Cornet-class.html#_rel_has_name"><a title="cornetto.cornet.Cornet._rel_has_name" class="py-name" href="#" onclick="return doclink('link-40', '_rel_has_name', 'link-40');">_rel_has_name</a></tt><tt class="py-op">(</tt><tt class="py-name">rel</tt><tt class="py-op">,</tt> <tt class="py-name">rel_name</tt><tt class="py-op">)</tt><tt class="py-op">:</tt> </tt>
<a name="L451"></a><tt class="py-lineno"> 451</tt>  <tt class="py-line">                    <tt class="py-name">to_syn_id</tt> <tt class="py-op">=</tt> <tt class="py-name">rel</tt><tt class="py-op">.</tt><tt class="py-name">get</tt><tt class="py-op">(</tt><tt class="py-string">"target"</tt><tt class="py-op">)</tt> </tt>
<a name="L452"></a><tt class="py-lineno"> 452</tt>  <tt class="py-line">                    <tt class="py-name">to_syn</tt> <tt class="py-op">=</tt> <tt class="py-name">self</tt><tt class="py-op">.</tt><tt class="py-name">_c_sy_id2synset</tt><tt class="py-op">[</tt><tt class="py-name">to_syn_id</tt><tt class="py-op">]</tt> </tt>
<a name="L453"></a><tt class="py-lineno"> 453</tt>  <tt class="py-line">                     </tt>
<a name="L454"></a><tt class="py-lineno"> 454</tt>  <tt class="py-line">                    <tt class="py-name">syn_repr</tt> <tt class="py-op">=</tt> <tt class="py-name">syn_formatter</tt><tt class="py-op">(</tt><tt class="py-name">to_syn</tt><tt class="py-op">)</tt> </tt>
<a name="L455"></a><tt class="py-lineno"> 455</tt>  <tt class="py-line">                    <tt class="py-name">rel_repr</tt> <tt class="py-op">=</tt> <tt class="py-name">rel_formatter</tt><tt class="py-op">(</tt><tt class="py-name">rel</tt><tt class="py-op">)</tt> </tt>
<a name="L456"></a><tt class="py-lineno"> 456</tt>  <tt class="py-line"> </tt>
<a name="L457"></a><tt class="py-lineno"> 457</tt>  <tt class="py-line">                    <tt class="py-name">related_syns</tt><tt class="py-op">.</tt><tt class="py-name">setdefault</tt><tt class="py-op">(</tt><tt class="py-name">rel_repr</tt><tt class="py-op">,</tt> <tt class="py-op">[</tt><tt class="py-op">]</tt><tt class="py-op">)</tt><tt class="py-op">.</tt><tt class="py-name">append</tt><tt class="py-op">(</tt><tt class="py-name">syn_repr</tt><tt class="py-op">)</tt> </tt>
<a name="L458"></a><tt class="py-lineno"> 458</tt>  <tt class="py-line">                         </tt>
<a name="L459"></a><tt class="py-lineno"> 459</tt>  <tt class="py-line">        <tt class="py-keyword">return</tt> <tt class="py-name">related_syns</tt> </tt>
</div><a name="L460"></a><tt class="py-lineno"> 460</tt>  <tt class="py-line">     </tt>
<a name="L461"></a><tt class="py-lineno"> 461</tt>  <tt class="py-line"> </tt>
<a name="Cornet.get_lex_unit_by_id"></a><div id="Cornet.get_lex_unit_by_id-def"><a name="L462"></a><tt class="py-lineno"> 462</tt> <a class="py-toggle" href="#" id="Cornet.get_lex_unit_by_id-toggle" onclick="return toggle('Cornet.get_lex_unit_by_id');">-</a><tt class="py-line">    <tt class="py-keyword">def</tt> <a class="py-def-name" href="cornetto.cornet.Cornet-class.html#get_lex_unit_by_id">get_lex_unit_by_id</a><tt class="py-op">(</tt><tt class="py-param">self</tt><tt class="py-op">,</tt> <tt class="py-param">c_lu_id</tt><tt class="py-op">,</tt> <tt class="py-param">format</tt><tt class="py-op">=</tt><tt class="py-name">None</tt><tt class="py-op">)</tt><tt class="py-op">:</tt> </tt>
</div><div id="Cornet.get_lex_unit_by_id-collapsed" style="display:none;" pad="++++" indent="++++++++"></div><div id="Cornet.get_lex_unit_by_id-expanded"><a name="L463"></a><tt class="py-lineno"> 463</tt>  <tt class="py-line">        <tt class="py-docstring">"""</tt> </tt>
<a name="L464"></a><tt class="py-lineno"> 464</tt>  <tt class="py-line"><tt class="py-docstring">        Get lexical unit by id</tt> </tt>
<a name="L465"></a><tt class="py-lineno"> 465</tt>  <tt class="py-line"><tt class="py-docstring">        </tt> </tt>
<a name="L466"></a><tt class="py-lineno"> 466</tt>  <tt class="py-line"><tt class="py-docstring">        @param c_lu_id: Tvalue of the C{c_lu_id} attribute at C{&lt;cdb_lu&gt;} element</tt> </tt>
<a name="L467"></a><tt class="py-lineno"> 467</tt>  <tt class="py-line"><tt class="py-docstring">        @keyword format: output format</tt> </tt>
<a name="L468"></a><tt class="py-lineno"> 468</tt>  <tt class="py-line"><tt class="py-docstring">        @type format: 'spec', 'xml', 'raw'</tt> </tt>
<a name="L469"></a><tt class="py-lineno"> 469</tt>  <tt class="py-line"><tt class="py-docstring">        </tt> </tt>
<a name="L470"></a><tt class="py-lineno"> 470</tt>  <tt class="py-line"><tt class="py-docstring">        @rtype: string or None </tt> </tt>
<a name="L471"></a><tt class="py-lineno"> 471</tt>  <tt class="py-line"><tt class="py-docstring">        @return: lexical unit in the requested output format or None </tt> </tt>
<a name="L472"></a><tt class="py-lineno"> 472</tt>  <tt class="py-line"><tt class="py-docstring">        """</tt> </tt>
<a name="L473"></a><tt class="py-lineno"> 473</tt>  <tt class="py-line">        <tt class="py-name">formatter</tt> <tt class="py-op">=</tt> <tt class="py-name">self</tt><tt class="py-op">.</tt><tt id="link-41" class="py-name"><a title="cornetto.cornet.Cornet._get_lex_unit_formatter" class="py-name" href="#" onclick="return doclink('link-41', '_get_lex_unit_formatter', 'link-19');">_get_lex_unit_formatter</a></tt><tt class="py-op">(</tt><tt class="py-name">format</tt><tt class="py-op">)</tt> </tt>
<a name="L474"></a><tt class="py-lineno"> 474</tt>  <tt class="py-line">         </tt>
<a name="L475"></a><tt class="py-lineno"> 475</tt>  <tt class="py-line">        <tt class="py-keyword">try</tt><tt class="py-op">:</tt> </tt>
<a name="L476"></a><tt class="py-lineno"> 476</tt>  <tt class="py-line">            <tt class="py-keyword">return</tt> <tt class="py-name">formatter</tt><tt class="py-op">(</tt><tt class="py-name">self</tt><tt class="py-op">.</tt><tt class="py-name">_c_lu_id2lu</tt><tt class="py-op">[</tt><tt class="py-name">c_lu_id</tt><tt class="py-op">]</tt><tt class="py-op">)</tt> </tt>
<a name="L477"></a><tt class="py-lineno"> 477</tt>  <tt class="py-line">        <tt class="py-keyword">except</tt> <tt class="py-name">KeyError</tt><tt class="py-op">:</tt> </tt>
<a name="L478"></a><tt class="py-lineno"> 478</tt>  <tt class="py-line">            <tt class="py-keyword">return</tt> <tt class="py-name">None</tt> </tt>
</div><a name="L479"></a><tt class="py-lineno"> 479</tt>  <tt class="py-line">         </tt>
<a name="L480"></a><tt class="py-lineno"> 480</tt>  <tt class="py-line">         </tt>
<a name="Cornet.get_synset_by_id"></a><div id="Cornet.get_synset_by_id-def"><a name="L481"></a><tt class="py-lineno"> 481</tt> <a class="py-toggle" href="#" id="Cornet.get_synset_by_id-toggle" onclick="return toggle('Cornet.get_synset_by_id');">-</a><tt class="py-line">    <tt class="py-keyword">def</tt> <a class="py-def-name" href="cornetto.cornet.Cornet-class.html#get_synset_by_id">get_synset_by_id</a><tt class="py-op">(</tt><tt class="py-param">self</tt><tt class="py-op">,</tt> <tt class="py-param">c_sy_id</tt><tt class="py-op">,</tt> <tt class="py-param">format</tt><tt class="py-op">=</tt><tt class="py-name">None</tt><tt class="py-op">)</tt><tt class="py-op">:</tt> </tt>
</div><div id="Cornet.get_synset_by_id-collapsed" style="display:none;" pad="++++" indent="++++++++"></div><div id="Cornet.get_synset_by_id-expanded"><a name="L482"></a><tt class="py-lineno"> 482</tt>  <tt class="py-line">        <tt class="py-docstring">"""</tt> </tt>
<a name="L483"></a><tt class="py-lineno"> 483</tt>  <tt class="py-line"><tt class="py-docstring">        Get synset by id</tt> </tt>
<a name="L484"></a><tt class="py-lineno"> 484</tt>  <tt class="py-line"><tt class="py-docstring">        </tt> </tt>
<a name="L485"></a><tt class="py-lineno"> 485</tt>  <tt class="py-line"><tt class="py-docstring">        @param c_sy_id: value of the C{c_sy_id} attribute at C{&lt;cdb_synset&gt;} element</tt> </tt>
<a name="L486"></a><tt class="py-lineno"> 486</tt>  <tt class="py-line"><tt class="py-docstring">        @keyword format: output format</tt> </tt>
<a name="L487"></a><tt class="py-lineno"> 487</tt>  <tt class="py-line"><tt class="py-docstring">        @type format: 'spec', 'xml', 'raw'</tt> </tt>
<a name="L488"></a><tt class="py-lineno"> 488</tt>  <tt class="py-line"><tt class="py-docstring">        </tt> </tt>
<a name="L489"></a><tt class="py-lineno"> 489</tt>  <tt class="py-line"><tt class="py-docstring">        @return: set (list) of lexical units in the requested output format</tt> </tt>
<a name="L490"></a><tt class="py-lineno"> 490</tt>  <tt class="py-line"><tt class="py-docstring">        @rtype: list or None</tt> </tt>
<a name="L491"></a><tt class="py-lineno"> 491</tt>  <tt class="py-line"><tt class="py-docstring">        """</tt> </tt>
<a name="L492"></a><tt class="py-lineno"> 492</tt>  <tt class="py-line">        <tt class="py-name">formatter</tt> <tt class="py-op">=</tt> <tt class="py-name">self</tt><tt class="py-op">.</tt><tt id="link-42" class="py-name"><a title="cornetto.cornet.Cornet._get_synset_formatter" class="py-name" href="#" onclick="return doclink('link-42', '_get_synset_formatter', 'link-33');">_get_synset_formatter</a></tt><tt class="py-op">(</tt><tt class="py-name">format</tt><tt class="py-op">)</tt> </tt>
<a name="L493"></a><tt class="py-lineno"> 493</tt>  <tt class="py-line">         </tt>
<a name="L494"></a><tt class="py-lineno"> 494</tt>  <tt class="py-line">        <tt class="py-keyword">try</tt><tt class="py-op">:</tt> </tt>
<a name="L495"></a><tt class="py-lineno"> 495</tt>  <tt class="py-line">            <tt class="py-keyword">return</tt> <tt class="py-name">formatter</tt><tt class="py-op">(</tt><tt class="py-name">self</tt><tt class="py-op">.</tt><tt class="py-name">_c_sy_id2synset</tt><tt class="py-op">[</tt><tt class="py-name">c_sy_id</tt><tt class="py-op">]</tt><tt class="py-op">)</tt> </tt>
<a name="L496"></a><tt class="py-lineno"> 496</tt>  <tt class="py-line">        <tt class="py-keyword">except</tt> <tt class="py-name">KeyError</tt><tt class="py-op">:</tt> </tt>
<a name="L497"></a><tt class="py-lineno"> 497</tt>  <tt class="py-line">            <tt class="py-keyword">return</tt> <tt class="py-name">None</tt> </tt>
</div><a name="L498"></a><tt class="py-lineno"> 498</tt>  <tt class="py-line">         </tt>
<a name="L499"></a><tt class="py-lineno"> 499</tt>  <tt class="py-line">         </tt>
<a name="Cornet.all_common_subsumers"></a><div id="Cornet.all_common_subsumers-def"><a name="L500"></a><tt class="py-lineno"> 500</tt> <a class="py-toggle" href="#" id="Cornet.all_common_subsumers-toggle" onclick="return toggle('Cornet.all_common_subsumers');">-</a><tt class="py-line">    <tt class="py-keyword">def</tt> <a class="py-def-name" href="cornetto.cornet.Cornet-class.html#all_common_subsumers">all_common_subsumers</a><tt class="py-op">(</tt><tt class="py-param">self</tt><tt class="py-op">,</tt> <tt class="py-param">lu_spec1</tt><tt class="py-op">,</tt> <tt class="py-param">lu_spec2</tt><tt class="py-op">,</tt> </tt>
<a name="L501"></a><tt class="py-lineno"> 501</tt>  <tt class="py-line">                             <tt class="py-param">rel_name</tt><tt class="py-op">=</tt><tt class="py-string">"HAS_HYPERONYM"</tt><tt class="py-op">,</tt> <tt class="py-param">format</tt><tt class="py-op">=</tt><tt class="py-name">None</tt><tt class="py-op">)</tt><tt class="py-op">:</tt> </tt>
</div><div id="Cornet.all_common_subsumers-collapsed" style="display:none;" pad="++++" indent="++++++++"></div><div id="Cornet.all_common_subsumers-expanded"><a name="L502"></a><tt class="py-lineno"> 502</tt>  <tt class="py-line">        <tt class="py-docstring">"""</tt> </tt>
<a name="L503"></a><tt class="py-lineno"> 503</tt>  <tt class="py-line"><tt class="py-docstring">        Finds all common subsumers of two lexical units over the given</tt> </tt>
<a name="L504"></a><tt class="py-lineno"> 504</tt>  <tt class="py-line"><tt class="py-docstring">        relation. The common subsumers are grouped according to the lenght of</tt> </tt>
<a name="L505"></a><tt class="py-lineno"> 505</tt>  <tt class="py-line"><tt class="py-docstring">        the path (in edges) from the first lexical unit to the subsumer to the</tt> </tt>
<a name="L506"></a><tt class="py-lineno"> 506</tt>  <tt class="py-line"><tt class="py-docstring">        second lexical unit.</tt> </tt>
<a name="L507"></a><tt class="py-lineno"> 507</tt>  <tt class="py-line"><tt class="py-docstring"></tt> </tt>
<a name="L508"></a><tt class="py-lineno"> 508</tt>  <tt class="py-line"><tt class="py-docstring">        </tt> </tt>
<a name="L509"></a><tt class="py-lineno"> 509</tt>  <tt class="py-line"><tt class="py-docstring">        &gt;&gt;&gt; pprint(c.all_common_subsumers("kat", "hond"))</tt> </tt>
<a name="L510"></a><tt class="py-lineno"> 510</tt>  <tt class="py-line"><tt class="py-docstring">        {2: ['huisdier:noun:1', 'zoogdier:noun:1'],</tt> </tt>
<a name="L511"></a><tt class="py-lineno"> 511</tt>  <tt class="py-line"><tt class="py-docstring">         4: ['beest:noun:2', 'gedierte:noun:2', 'dier:noun:1'],</tt> </tt>
<a name="L512"></a><tt class="py-lineno"> 512</tt>  <tt class="py-line"><tt class="py-docstring">         5: ['ziel:noun:3',</tt> </tt>
<a name="L513"></a><tt class="py-lineno"> 513</tt>  <tt class="py-line"><tt class="py-docstring">             'homo sapiens:noun:1',</tt> </tt>
<a name="L514"></a><tt class="py-lineno"> 514</tt>  <tt class="py-line"><tt class="py-docstring">             'sterveling:noun:1',</tt> </tt>
<a name="L515"></a><tt class="py-lineno"> 515</tt>  <tt class="py-line"><tt class="py-docstring">             'mens:noun:1',</tt> </tt>
<a name="L516"></a><tt class="py-lineno"> 516</tt>  <tt class="py-line"><tt class="py-docstring">             'mensenkind:noun:1'],</tt> </tt>
<a name="L517"></a><tt class="py-lineno"> 517</tt>  <tt class="py-line"><tt class="py-docstring">         6: ['organisme:noun:2'],</tt> </tt>
<a name="L518"></a><tt class="py-lineno"> 518</tt>  <tt class="py-line"><tt class="py-docstring">         8: ['wezen:noun:1', 'schepsel:noun:1', 'creatuur:noun:2'],</tt> </tt>
<a name="L519"></a><tt class="py-lineno"> 519</tt>  <tt class="py-line"><tt class="py-docstring">         9: ['iets:noun:2'],</tt> </tt>
<a name="L520"></a><tt class="py-lineno"> 520</tt>  <tt class="py-line"><tt class="py-docstring">         10: ['object:noun:3']}</tt> </tt>
<a name="L521"></a><tt class="py-lineno"> 521</tt>  <tt class="py-line"><tt class="py-docstring"></tt> </tt>
<a name="L522"></a><tt class="py-lineno"> 522</tt>  <tt class="py-line"><tt class="py-docstring">        </tt> </tt>
<a name="L523"></a><tt class="py-lineno"> 523</tt>  <tt class="py-line"><tt class="py-docstring">        @param lu_spec1: first lexical unit(s) specification</tt> </tt>
<a name="L524"></a><tt class="py-lineno"> 524</tt>  <tt class="py-line"><tt class="py-docstring">        @param rel_name: relation name (not a specification)</tt> </tt>
<a name="L525"></a><tt class="py-lineno"> 525</tt>  <tt class="py-line"><tt class="py-docstring">        @param lu_spec2: second lexical unit(s) specification</tt> </tt>
<a name="L526"></a><tt class="py-lineno"> 526</tt>  <tt class="py-line"><tt class="py-docstring">        @keyword format: output format</tt> </tt>
<a name="L527"></a><tt class="py-lineno"> 527</tt>  <tt class="py-line"><tt class="py-docstring">        @type format: 'spec', 'xml', 'raw'</tt> </tt>
<a name="L528"></a><tt class="py-lineno"> 528</tt>  <tt class="py-line"><tt class="py-docstring">        </tt> </tt>
<a name="L529"></a><tt class="py-lineno"> 529</tt>  <tt class="py-line"><tt class="py-docstring">        @return: a dict with path lenghts as key and lists of common subsumers</tt> </tt>
<a name="L530"></a><tt class="py-lineno"> 530</tt>  <tt class="py-line"><tt class="py-docstring">                 as values, possibly empty</tt> </tt>
<a name="L531"></a><tt class="py-lineno"> 531</tt>  <tt class="py-line"><tt class="py-docstring">        @rtype: dict</tt> </tt>
<a name="L532"></a><tt class="py-lineno"> 532</tt>  <tt class="py-line"><tt class="py-docstring">        </tt> </tt>
<a name="L533"></a><tt class="py-lineno"> 533</tt>  <tt class="py-line"><tt class="py-docstring">        @note: this method will only make sense for some relations</tt> </tt>
<a name="L534"></a><tt class="py-lineno"> 534</tt>  <tt class="py-line"><tt class="py-docstring">               (typically HAS_HYPERONYM) but not for others</tt> </tt>
<a name="L535"></a><tt class="py-lineno"> 535</tt>  <tt class="py-line"><tt class="py-docstring">               (e.g. SYNONYM)</tt> </tt>
<a name="L536"></a><tt class="py-lineno"> 536</tt>  <tt class="py-line"><tt class="py-docstring">        """</tt> </tt>
<a name="L537"></a><tt class="py-lineno"> 537</tt>  <tt class="py-line">        <tt class="py-name">rel_name</tt> <tt class="py-op">=</tt> <tt class="py-name">rel_name</tt><tt class="py-op">.</tt><tt class="py-name">upper</tt><tt class="py-op">(</tt><tt class="py-op">)</tt> </tt>
<a name="L538"></a><tt class="py-lineno"> 538</tt>  <tt class="py-line">        <tt class="py-name">formatter</tt> <tt class="py-op">=</tt> <tt class="py-name">self</tt><tt class="py-op">.</tt><tt id="link-43" class="py-name"><a title="cornetto.cornet.Cornet._get_lex_unit_formatter" class="py-name" href="#" onclick="return doclink('link-43', '_get_lex_unit_formatter', 'link-19');">_get_lex_unit_formatter</a></tt><tt class="py-op">(</tt><tt class="py-name">format</tt><tt class="py-op">)</tt> </tt>
<a name="L539"></a><tt class="py-lineno"> 539</tt>  <tt class="py-line">         </tt>
<a name="L540"></a><tt class="py-lineno"> 540</tt>  <tt class="py-line">        <tt class="py-name">lus1</tt> <tt class="py-op">=</tt> <tt class="py-name">self</tt><tt class="py-op">.</tt><tt id="link-44" class="py-name"><a title="cornetto.cornet.Cornet.get_lex_units
cornetto.server.CornetProxy.get_lex_units" class="py-name" href="#" onclick="return doclink('link-44', 'get_lex_units', 'link-17');">get_lex_units</a></tt><tt class="py-op">(</tt><tt class="py-name">lu_spec1</tt><tt class="py-op">,</tt> <tt class="py-name">format</tt><tt class="py-op">=</tt><tt class="py-string">"raw"</tt><tt class="py-op">)</tt> </tt>
<a name="L541"></a><tt class="py-lineno"> 541</tt>  <tt class="py-line">        <tt class="py-name">sucs1</tt> <tt class="py-op">=</tt> <tt class="py-name">self</tt><tt class="py-op">.</tt><tt id="link-45" class="py-name" targets="Method cornetto.cornet.Cornet._transitive_closure()=cornetto.cornet.Cornet-class.html#_transitive_closure"><a title="cornetto.cornet.Cornet._transitive_closure" class="py-name" href="#" onclick="return doclink('link-45', '_transitive_closure', 'link-45');">_transitive_closure</a></tt><tt class="py-op">(</tt><tt class="py-name">lus1</tt><tt class="py-op">,</tt> <tt class="py-name">rel_name</tt><tt class="py-op">)</tt> </tt>
<a name="L542"></a><tt class="py-lineno"> 542</tt>  <tt class="py-line">         </tt>
<a name="L543"></a><tt class="py-lineno"> 543</tt>  <tt class="py-line">        <tt class="py-comment"># Add lus themselves as succesors with zero distance</tt> </tt>
<a name="L544"></a><tt class="py-lineno"> 544</tt>  <tt class="py-line">        <tt class="py-comment"># This acounts for cases where lu1 equals lu2 or</tt> </tt>
<a name="L545"></a><tt class="py-lineno"> 545</tt>  <tt class="py-line">        <tt class="py-comment"># where one lu is a hyperonym of the other lu.</tt> </tt>
<a name="L546"></a><tt class="py-lineno"> 546</tt>  <tt class="py-line">        <tt class="py-keyword">for</tt> <tt class="py-name">lu</tt> <tt class="py-keyword">in</tt> <tt class="py-name">lus1</tt><tt class="py-op">:</tt> </tt>
<a name="L547"></a><tt class="py-lineno"> 547</tt>  <tt class="py-line">            <tt class="py-name">sucs1</tt><tt class="py-op">[</tt><tt class="py-name">lu</tt><tt class="py-op">]</tt> <tt class="py-op">=</tt> <tt class="py-number">0</tt> </tt>
<a name="L548"></a><tt class="py-lineno"> 548</tt>  <tt class="py-line">         </tt>
<a name="L549"></a><tt class="py-lineno"> 549</tt>  <tt class="py-line">        <tt class="py-name">lus2</tt> <tt class="py-op">=</tt> <tt class="py-name">self</tt><tt class="py-op">.</tt><tt id="link-46" class="py-name"><a title="cornetto.cornet.Cornet.get_lex_units
cornetto.server.CornetProxy.get_lex_units" class="py-name" href="#" onclick="return doclink('link-46', 'get_lex_units', 'link-17');">get_lex_units</a></tt><tt class="py-op">(</tt><tt class="py-name">lu_spec2</tt><tt class="py-op">,</tt> <tt class="py-name">format</tt><tt class="py-op">=</tt><tt class="py-string">"raw"</tt><tt class="py-op">)</tt> </tt>
<a name="L550"></a><tt class="py-lineno"> 550</tt>  <tt class="py-line">        <tt class="py-name">sucs2</tt> <tt class="py-op">=</tt> <tt class="py-name">self</tt><tt class="py-op">.</tt><tt id="link-47" class="py-name"><a title="cornetto.cornet.Cornet._transitive_closure" class="py-name" href="#" onclick="return doclink('link-47', '_transitive_closure', 'link-45');">_transitive_closure</a></tt><tt class="py-op">(</tt><tt class="py-name">lus2</tt><tt class="py-op">,</tt> <tt class="py-name">rel_name</tt><tt class="py-op">)</tt> </tt>
<a name="L551"></a><tt class="py-lineno"> 551</tt>  <tt class="py-line">         </tt>
<a name="L552"></a><tt class="py-lineno"> 552</tt>  <tt class="py-line">        <tt class="py-comment"># idem for lus2</tt> </tt>
<a name="L553"></a><tt class="py-lineno"> 553</tt>  <tt class="py-line">        <tt class="py-keyword">for</tt> <tt class="py-name">lu</tt> <tt class="py-keyword">in</tt> <tt class="py-name">lus2</tt><tt class="py-op">:</tt> </tt>
<a name="L554"></a><tt class="py-lineno"> 554</tt>  <tt class="py-line">            <tt class="py-name">sucs2</tt><tt class="py-op">[</tt><tt class="py-name">lu</tt><tt class="py-op">]</tt> <tt class="py-op">=</tt> <tt class="py-number">0</tt> </tt>
<a name="L555"></a><tt class="py-lineno"> 555</tt>  <tt class="py-line"> </tt>
<a name="L556"></a><tt class="py-lineno"> 556</tt>  <tt class="py-line">        <tt class="py-name">acs</tt> <tt class="py-op">=</tt> <tt class="py-name">dict</tt><tt class="py-op">(</tt><tt class="py-op">)</tt> </tt>
<a name="L557"></a><tt class="py-lineno"> 557</tt>  <tt class="py-line"> </tt>
<a name="L558"></a><tt class="py-lineno"> 558</tt>  <tt class="py-line">        <tt class="py-keyword">for</tt> <tt class="py-name">lu</tt><tt class="py-op">,</tt> <tt class="py-name">dist</tt> <tt class="py-keyword">in</tt> <tt class="py-name">sucs1</tt><tt class="py-op">.</tt><tt class="py-name">items</tt><tt class="py-op">(</tt><tt class="py-op">)</tt><tt class="py-op">:</tt> </tt>
<a name="L559"></a><tt class="py-lineno"> 559</tt>  <tt class="py-line">            <tt class="py-keyword">try</tt><tt class="py-op">:</tt> </tt>
<a name="L560"></a><tt class="py-lineno"> 560</tt>  <tt class="py-line">                <tt class="py-name">sum_of_dist</tt> <tt class="py-op">=</tt> <tt class="py-name">dist</tt> <tt class="py-op">+</tt> <tt class="py-name">sucs2</tt><tt class="py-op">[</tt><tt class="py-name">lu</tt><tt class="py-op">]</tt> </tt>
<a name="L561"></a><tt class="py-lineno"> 561</tt>  <tt class="py-line">            <tt class="py-keyword">except</tt> <tt class="py-name">KeyError</tt><tt class="py-op">:</tt> </tt>
<a name="L562"></a><tt class="py-lineno"> 562</tt>  <tt class="py-line">                <tt class="py-keyword">continue</tt> </tt>
<a name="L563"></a><tt class="py-lineno"> 563</tt>  <tt class="py-line">             </tt>
<a name="L564"></a><tt class="py-lineno"> 564</tt>  <tt class="py-line">            <tt class="py-name">acs</tt><tt class="py-op">.</tt><tt class="py-name">setdefault</tt><tt class="py-op">(</tt><tt class="py-name">sum_of_dist</tt><tt class="py-op">,</tt> <tt class="py-op">[</tt><tt class="py-op">]</tt><tt class="py-op">)</tt><tt class="py-op">.</tt><tt class="py-name">append</tt><tt class="py-op">(</tt><tt class="py-name">formatter</tt><tt class="py-op">(</tt><tt class="py-name">lu</tt><tt class="py-op">)</tt><tt class="py-op">)</tt> </tt>
<a name="L565"></a><tt class="py-lineno"> 565</tt>  <tt class="py-line">             </tt>
<a name="L566"></a><tt class="py-lineno"> 566</tt>  <tt class="py-line">        <tt class="py-keyword">return</tt> <tt class="py-name">acs</tt> </tt>
</div><a name="L567"></a><tt class="py-lineno"> 567</tt>  <tt class="py-line">     </tt>
<a name="L568"></a><tt class="py-lineno"> 568</tt>  <tt class="py-line">     </tt>
<a name="Cornet.least_common_subsumers"></a><div id="Cornet.least_common_subsumers-def"><a name="L569"></a><tt class="py-lineno"> 569</tt> <a class="py-toggle" href="#" id="Cornet.least_common_subsumers-toggle" onclick="return toggle('Cornet.least_common_subsumers');">-</a><tt class="py-line">    <tt class="py-keyword">def</tt> <a class="py-def-name" href="cornetto.cornet.Cornet-class.html#least_common_subsumers">least_common_subsumers</a><tt class="py-op">(</tt><tt class="py-param">self</tt><tt class="py-op">,</tt> <tt class="py-param">lu_spec1</tt><tt class="py-op">,</tt> <tt class="py-param">lu_spec2</tt><tt class="py-op">,</tt>  </tt>
<a name="L570"></a><tt class="py-lineno"> 570</tt>  <tt class="py-line">                               <tt class="py-param">rel_name</tt><tt class="py-op">=</tt><tt class="py-string">"HAS_HYPERONYM"</tt><tt class="py-op">,</tt> <tt class="py-param">format</tt><tt class="py-op">=</tt><tt class="py-name">None</tt><tt class="py-op">)</tt><tt class="py-op">:</tt> </tt>
</div><div id="Cornet.least_common_subsumers-collapsed" style="display:none;" pad="++++" indent="++++++++"></div><div id="Cornet.least_common_subsumers-expanded"><a name="L571"></a><tt class="py-lineno"> 571</tt>  <tt class="py-line">        <tt class="py-docstring">"""</tt> </tt>
<a name="L572"></a><tt class="py-lineno"> 572</tt>  <tt class="py-line"><tt class="py-docstring">        Finds the least common subsumers of two lexical units over the given</tt> </tt>
<a name="L573"></a><tt class="py-lineno"> 573</tt>  <tt class="py-line"><tt class="py-docstring">        relation, that is, those common subsumers of which the lenght of</tt> </tt>
<a name="L574"></a><tt class="py-lineno"> 574</tt>  <tt class="py-line"><tt class="py-docstring">        the path (in edges) from the first lexical unit to the subsumer to the</tt> </tt>
<a name="L575"></a><tt class="py-lineno"> 575</tt>  <tt class="py-line"><tt class="py-docstring">        second lexical unit is minimal.</tt> </tt>
<a name="L576"></a><tt class="py-lineno"> 576</tt>  <tt class="py-line"><tt class="py-docstring">        </tt> </tt>
<a name="L577"></a><tt class="py-lineno"> 577</tt>  <tt class="py-line"><tt class="py-docstring">        </tt> </tt>
<a name="L578"></a><tt class="py-lineno"> 578</tt>  <tt class="py-line"><tt class="py-docstring">        &gt;&gt;&gt; c.least_common_subsumers("kat", "hond")</tt> </tt>
<a name="L579"></a><tt class="py-lineno"> 579</tt>  <tt class="py-line"><tt class="py-docstring">        ['huisdier:noun:1', 'zoogdier:noun:1']</tt> </tt>
<a name="L580"></a><tt class="py-lineno"> 580</tt>  <tt class="py-line"><tt class="py-docstring"></tt> </tt>
<a name="L581"></a><tt class="py-lineno"> 581</tt>  <tt class="py-line"><tt class="py-docstring">        </tt> </tt>
<a name="L582"></a><tt class="py-lineno"> 582</tt>  <tt class="py-line"><tt class="py-docstring">        @param lu_spec1: first lexical unit(s) specification</tt> </tt>
<a name="L583"></a><tt class="py-lineno"> 583</tt>  <tt class="py-line"><tt class="py-docstring">        @param rel_name: relation name (not a specification)</tt> </tt>
<a name="L584"></a><tt class="py-lineno"> 584</tt>  <tt class="py-line"><tt class="py-docstring">        @param lu_spec2: second lexical unit(s) specification</tt> </tt>
<a name="L585"></a><tt class="py-lineno"> 585</tt>  <tt class="py-line"><tt class="py-docstring">        @keyword format: output format</tt> </tt>
<a name="L586"></a><tt class="py-lineno"> 586</tt>  <tt class="py-line"><tt class="py-docstring">        @type format: 'spec', 'xml', 'raw'</tt> </tt>
<a name="L587"></a><tt class="py-lineno"> 587</tt>  <tt class="py-line"><tt class="py-docstring">        </tt> </tt>
<a name="L588"></a><tt class="py-lineno"> 588</tt>  <tt class="py-line"><tt class="py-docstring">        @return: a lists of the least common subsumers, possibly empty</tt> </tt>
<a name="L589"></a><tt class="py-lineno"> 589</tt>  <tt class="py-line"><tt class="py-docstring">        @rtype: list</tt> </tt>
<a name="L590"></a><tt class="py-lineno"> 590</tt>  <tt class="py-line"><tt class="py-docstring">        </tt> </tt>
<a name="L591"></a><tt class="py-lineno"> 591</tt>  <tt class="py-line"><tt class="py-docstring">        @note: this method will only make sense for some relations</tt> </tt>
<a name="L592"></a><tt class="py-lineno"> 592</tt>  <tt class="py-line"><tt class="py-docstring">               (typically HAS_HYPERONYM) but not for others</tt> </tt>
<a name="L593"></a><tt class="py-lineno"> 593</tt>  <tt class="py-line"><tt class="py-docstring">               (e.g. SYNONYM)</tt> </tt>
<a name="L594"></a><tt class="py-lineno"> 594</tt>  <tt class="py-line"><tt class="py-docstring">        """</tt> </tt>
<a name="L595"></a><tt class="py-lineno"> 595</tt>  <tt class="py-line">        <tt class="py-comment"># It might not be neccessary to compute all common subsumers, i.e. the </tt> </tt>
<a name="L596"></a><tt class="py-lineno"> 596</tt>  <tt class="py-line">        <tt class="py-comment"># transtive closure of both lu's, before we can decide for sure</tt> </tt>
<a name="L597"></a><tt class="py-lineno"> 597</tt>  <tt class="py-line">        <tt class="py-comment"># which sum of distances is the minimal one, but it is not easy to avoid.</tt> </tt>
<a name="L598"></a><tt class="py-lineno"> 598</tt>  <tt class="py-line">        <tt class="py-comment"># The reason is that one large distance of an lcs to lu1 may be compensated </tt> </tt>
<a name="L599"></a><tt class="py-lineno"> 599</tt>  <tt class="py-line">        <tt class="py-comment"># for by a small or zero distance to lu2. </tt> </tt>
<a name="L600"></a><tt class="py-lineno"> 600</tt>  <tt class="py-line">        <tt class="py-comment"># TODO: this point needs more explanation </tt> </tt>
<a name="L601"></a><tt class="py-lineno"> 601</tt>  <tt class="py-line">        <tt class="py-name">acs</tt> <tt class="py-op">=</tt> <tt class="py-name">self</tt><tt class="py-op">.</tt><tt id="link-48" class="py-name" targets="Method cornetto.cornet.Cornet.all_common_subsumers()=cornetto.cornet.Cornet-class.html#all_common_subsumers,Method cornetto.server.CornetProxy.all_common_subsumers()=cornetto.server.CornetProxy-class.html#all_common_subsumers"><a title="cornetto.cornet.Cornet.all_common_subsumers
cornetto.server.CornetProxy.all_common_subsumers" class="py-name" href="#" onclick="return doclink('link-48', 'all_common_subsumers', 'link-48');">all_common_subsumers</a></tt><tt class="py-op">(</tt><tt class="py-name">lu_spec1</tt><tt class="py-op">,</tt> <tt class="py-name">lu_spec2</tt><tt class="py-op">,</tt> <tt class="py-name">rel_name</tt><tt class="py-op">,</tt> <tt class="py-name">format</tt><tt class="py-op">)</tt> </tt>
<a name="L602"></a><tt class="py-lineno"> 602</tt>  <tt class="py-line">         </tt>
<a name="L603"></a><tt class="py-lineno"> 603</tt>  <tt class="py-line">        <tt class="py-keyword">if</tt> <tt class="py-name">acs</tt><tt class="py-op">:</tt> </tt>
<a name="L604"></a><tt class="py-lineno"> 604</tt>  <tt class="py-line">            <tt class="py-name">minimum</tt> <tt class="py-op">=</tt> <tt class="py-name">min</tt><tt class="py-op">(</tt><tt class="py-name">acs</tt><tt class="py-op">.</tt><tt class="py-name">keys</tt><tt class="py-op">(</tt><tt class="py-op">)</tt><tt class="py-op">)</tt> </tt>
<a name="L605"></a><tt class="py-lineno"> 605</tt>  <tt class="py-line">            <tt class="py-keyword">return</tt> <tt class="py-name">acs</tt><tt class="py-op">[</tt><tt class="py-name">minimum</tt><tt class="py-op">]</tt> </tt>
<a name="L606"></a><tt class="py-lineno"> 606</tt>  <tt class="py-line">        <tt class="py-keyword">else</tt><tt class="py-op">:</tt> </tt>
<a name="L607"></a><tt class="py-lineno"> 607</tt>  <tt class="py-line">            <tt class="py-keyword">return</tt> <tt class="py-op">[</tt><tt class="py-op">]</tt> </tt>
</div><a name="L608"></a><tt class="py-lineno"> 608</tt>  <tt class="py-line">         </tt>
<a name="L609"></a><tt class="py-lineno"> 609</tt>  <tt class="py-line">         </tt>
<a name="Cornet.set_output_format"></a><div id="Cornet.set_output_format-def"><a name="L610"></a><tt class="py-lineno"> 610</tt> <a class="py-toggle" href="#" id="Cornet.set_output_format-toggle" onclick="return toggle('Cornet.set_output_format');">-</a><tt class="py-line">    <tt class="py-keyword">def</tt> <a class="py-def-name" href="cornetto.cornet.Cornet-class.html#set_output_format">set_output_format</a><tt class="py-op">(</tt><tt class="py-param">self</tt><tt class="py-op">,</tt> <tt class="py-param">format</tt><tt class="py-op">=</tt><tt id="link-49" class="py-name"><a title="cornetto.cornet.Cornet._default_output_format" class="py-name" href="#" onclick="return doclink('link-49', '_default_output_format', 'link-6');">_default_output_format</a></tt><tt class="py-op">)</tt><tt class="py-op">:</tt> </tt>
</div><div id="Cornet.set_output_format-collapsed" style="display:none;" pad="++++" indent="++++++++"></div><div id="Cornet.set_output_format-expanded"><a name="L611"></a><tt class="py-lineno"> 611</tt>  <tt class="py-line">        <tt class="py-docstring">"""</tt> </tt>
<a name="L612"></a><tt class="py-lineno"> 612</tt>  <tt class="py-line"><tt class="py-docstring">        Change the default output format</tt> </tt>
<a name="L613"></a><tt class="py-lineno"> 613</tt>  <tt class="py-line"><tt class="py-docstring">        </tt> </tt>
<a name="L614"></a><tt class="py-lineno"> 614</tt>  <tt class="py-line"><tt class="py-docstring">        @param format: output format</tt> </tt>
<a name="L615"></a><tt class="py-lineno"> 615</tt>  <tt class="py-line"><tt class="py-docstring">        @type format: 'spec', 'xml', 'raw'</tt> </tt>
<a name="L616"></a><tt class="py-lineno"> 616</tt>  <tt class="py-line"><tt class="py-docstring">        """</tt> </tt>
<a name="L617"></a><tt class="py-lineno"> 617</tt>  <tt class="py-line">        <tt class="py-keyword">if</tt> <tt class="py-name">format</tt> <tt class="py-keyword">in</tt> <tt class="py-name">self</tt><tt class="py-op">.</tt><tt id="link-50" class="py-name"><a title="cornetto.cornet.Cornet._handled_output_formats" class="py-name" href="#" onclick="return doclink('link-50', '_handled_output_formats', 'link-5');">_handled_output_formats</a></tt><tt class="py-op">:</tt> </tt>
<a name="L618"></a><tt class="py-lineno"> 618</tt>  <tt class="py-line">            <tt class="py-name">self</tt><tt class="py-op">.</tt><tt class="py-name">_output_format</tt> <tt class="py-op">=</tt> <tt class="py-name">format</tt> </tt>
<a name="L619"></a><tt class="py-lineno"> 619</tt>  <tt class="py-line">        <tt class="py-keyword">else</tt><tt class="py-op">:</tt> </tt>
<a name="L620"></a><tt class="py-lineno"> 620</tt>  <tt class="py-line">            <tt class="py-keyword">raise</tt> <tt class="py-name">ValueError</tt><tt class="py-op">(</tt><tt class="py-string">"unknown output format: "</tt> <tt class="py-op">+</tt> <tt class="py-name">format</tt> <tt class="py-op">+</tt> <tt class="py-string">" not in "</tt> <tt class="py-op">+</tt> </tt>
<a name="L621"></a><tt class="py-lineno"> 621</tt>  <tt class="py-line">                             <tt class="py-name">self</tt><tt class="py-op">.</tt><tt id="link-51" class="py-name"><a title="cornetto.cornet.Cornet._handled_output_formats" class="py-name" href="#" onclick="return doclink('link-51', '_handled_output_formats', 'link-5');">_handled_output_formats</a></tt><tt class="py-op">)</tt>    </tt>
</div><a name="L622"></a><tt class="py-lineno"> 622</tt>  <tt class="py-line">         </tt>
<a name="L623"></a><tt class="py-lineno"> 623</tt>  <tt class="py-line">         </tt>
<a name="Cornet.set_max_depth"></a><div id="Cornet.set_max_depth-def"><a name="L624"></a><tt class="py-lineno"> 624</tt> <a class="py-toggle" href="#" id="Cornet.set_max_depth-toggle" onclick="return toggle('Cornet.set_max_depth');">-</a><tt class="py-line">    <tt class="py-keyword">def</tt> <a class="py-def-name" href="cornetto.cornet.Cornet-class.html#set_max_depth">set_max_depth</a><tt class="py-op">(</tt><tt class="py-param">self</tt><tt class="py-op">,</tt> <tt class="py-param">max_depth</tt><tt class="py-op">=</tt><tt id="link-52" class="py-name"><a title="cornetto.cornet.Cornet._default_max_depth" class="py-name" href="#" onclick="return doclink('link-52', '_default_max_depth', 'link-7');">_default_max_depth</a></tt><tt class="py-op">)</tt><tt class="py-op">:</tt> </tt>
</div><div id="Cornet.set_max_depth-collapsed" style="display:none;" pad="++++" indent="++++++++"></div><div id="Cornet.set_max_depth-expanded"><a name="L625"></a><tt class="py-lineno"> 625</tt>  <tt class="py-line">        <tt class="py-docstring">"""</tt> </tt>
<a name="L626"></a><tt class="py-lineno"> 626</tt>  <tt class="py-line"><tt class="py-docstring">        Sets a limit on the maximal depth of searches for related lexical units </tt> </tt>
<a name="L627"></a><tt class="py-lineno"> 627</tt>  <tt class="py-line"><tt class="py-docstring">        where no relation name is specified.</tt> </tt>
<a name="L628"></a><tt class="py-lineno"> 628</tt>  <tt class="py-line"><tt class="py-docstring">        </tt> </tt>
<a name="L629"></a><tt class="py-lineno"> 629</tt>  <tt class="py-line"><tt class="py-docstring">        @param max_depth: a maximal depth between 1 and 9</tt> </tt>
<a name="L630"></a><tt class="py-lineno"> 630</tt>  <tt class="py-line"><tt class="py-docstring">        @type max_depth: int</tt> </tt>
<a name="L631"></a><tt class="py-lineno"> 631</tt>  <tt class="py-line"><tt class="py-docstring">        </tt> </tt>
<a name="L632"></a><tt class="py-lineno"> 632</tt>  <tt class="py-line"><tt class="py-docstring">        @note: The limit is only enforced on the public method, i.e. ask,</tt> </tt>
<a name="L633"></a><tt class="py-lineno"> 633</tt>  <tt class="py-line"><tt class="py-docstring">               get_related_lex_units, and not on the private methods. </tt> </tt>
<a name="L634"></a><tt class="py-lineno"> 634</tt>  <tt class="py-line"><tt class="py-docstring">               Also note that this not affect test_lex_units_relation.</tt> </tt>
<a name="L635"></a><tt class="py-lineno"> 635</tt>  <tt class="py-line"><tt class="py-docstring">        """</tt> </tt>
<a name="L636"></a><tt class="py-lineno"> 636</tt>  <tt class="py-line">        <tt class="py-comment"># because the bidirectional search seems to me much less sensitive </tt> </tt>
<a name="L637"></a><tt class="py-lineno"> 637</tt>  <tt class="py-line">        <tt class="py-comment"># to deep searches, probably beacuse it doesn't store all the paths</tt> </tt>
<a name="L638"></a><tt class="py-lineno"> 638</tt>  <tt class="py-line">        <tt class="py-keyword">if</tt> <tt class="py-number">0</tt> <tt class="py-op">&lt;</tt> <tt class="py-name">max_depth</tt> <tt class="py-op">&lt;</tt> <tt class="py-number">10</tt><tt class="py-op">:</tt> </tt>
<a name="L639"></a><tt class="py-lineno"> 639</tt>  <tt class="py-line">            <tt class="py-name">self</tt><tt class="py-op">.</tt><tt class="py-name">_max_depth</tt> <tt class="py-op">=</tt> <tt class="py-name">max_depth</tt> </tt>
<a name="L640"></a><tt class="py-lineno"> 640</tt>  <tt class="py-line">        <tt class="py-keyword">else</tt><tt class="py-op">:</tt> </tt>
<a name="L641"></a><tt class="py-lineno"> 641</tt>  <tt class="py-line">            <tt class="py-keyword">raise</tt> <tt class="py-name">ValueError</tt><tt class="py-op">(</tt><tt class="py-string">"not a valid value for maximal depth: %s "</tt> </tt>
<a name="L642"></a><tt class="py-lineno"> 642</tt>  <tt class="py-line">                             <tt class="py-string">"(should be between 1 and 9 included)"</tt> <tt class="py-op">%</tt> <tt class="py-name">max_depth</tt><tt class="py-op">)</tt> </tt>
</div><a name="L643"></a><tt class="py-lineno"> 643</tt>  <tt class="py-line"> </tt>
<a name="L644"></a><tt class="py-lineno"> 644</tt>  <tt class="py-line">     </tt>
<a name="L645"></a><tt class="py-lineno"> 645</tt>  <tt class="py-line">    <tt class="py-comment"># ------------------------------------------------------------------------------        </tt> </tt>
<a name="L646"></a><tt class="py-lineno"> 646</tt>  <tt class="py-line">    <tt class="py-comment"># Semi-private methods</tt> </tt>
<a name="L647"></a><tt class="py-lineno"> 647</tt>  <tt class="py-line">    <tt class="py-comment"># ------------------------------------------------------------------------------ </tt> </tt>
<a name="L648"></a><tt class="py-lineno"> 648</tt>  <tt class="py-line">     </tt>
<a name="L649"></a><tt class="py-lineno"> 649</tt>  <tt class="py-line">    <tt class="py-comment"># parsing specifications</tt> </tt>
<a name="L650"></a><tt class="py-lineno"> 650</tt>  <tt class="py-line"> </tt>
<a name="Cornet._split_query"></a><div id="Cornet._split_query-def"><a name="L651"></a><tt class="py-lineno"> 651</tt> <a class="py-toggle" href="#" id="Cornet._split_query-toggle" onclick="return toggle('Cornet._split_query');">-</a><tt class="py-line">    <tt class="py-keyword">def</tt> <a class="py-def-name" href="cornetto.cornet.Cornet-class.html#_split_query">_split_query</a><tt class="py-op">(</tt><tt class="py-param">self</tt><tt class="py-op">,</tt> <tt class="py-param">query</tt><tt class="py-op">)</tt><tt class="py-op">:</tt> </tt>
</div><div id="Cornet._split_query-collapsed" style="display:none;" pad="++++" indent="++++++++"></div><div id="Cornet._split_query-expanded"><a name="L652"></a><tt class="py-lineno"> 652</tt>  <tt class="py-line">        <tt class="py-name">query</tt> <tt class="py-op">=</tt> <tt class="py-name">query</tt><tt class="py-op">.</tt><tt class="py-name">strip</tt><tt class="py-op">(</tt><tt class="py-op">)</tt><tt class="py-op">.</tt><tt class="py-name">split</tt><tt class="py-op">(</tt><tt class="py-op">)</tt> <tt class="py-op">+</tt> <tt class="py-number">3</tt> <tt class="py-op">*</tt> <tt class="py-op">[</tt><tt class="py-string">""</tt><tt class="py-op">]</tt> </tt>
<a name="L653"></a><tt class="py-lineno"> 653</tt>  <tt class="py-line">        <tt class="py-comment"># relation are always in upper case</tt> </tt>
<a name="L654"></a><tt class="py-lineno"> 654</tt>  <tt class="py-line">        <tt class="py-name">query</tt><tt class="py-op">[</tt><tt class="py-number">1</tt><tt class="py-op">]</tt> <tt class="py-op">=</tt> <tt class="py-name">query</tt><tt class="py-op">[</tt><tt class="py-number">1</tt><tt class="py-op">]</tt><tt class="py-op">.</tt><tt class="py-name">upper</tt><tt class="py-op">(</tt><tt class="py-op">)</tt> </tt>
<a name="L655"></a><tt class="py-lineno"> 655</tt>  <tt class="py-line">        <tt class="py-keyword">return</tt> <tt class="py-name">query</tt><tt class="py-op">[</tt><tt class="py-op">:</tt><tt class="py-number">3</tt><tt class="py-op">]</tt> </tt>
</div><a name="L656"></a><tt class="py-lineno"> 656</tt>  <tt class="py-line">     </tt>
<a name="L657"></a><tt class="py-lineno"> 657</tt>  <tt class="py-line">     </tt>
<a name="Cornet._split_unit_spec"></a><div id="Cornet._split_unit_spec-def"><a name="L658"></a><tt class="py-lineno"> 658</tt> <a class="py-toggle" href="#" id="Cornet._split_unit_spec-toggle" onclick="return toggle('Cornet._split_unit_spec');">-</a><tt class="py-line">    <tt class="py-keyword">def</tt> <a class="py-def-name" href="cornetto.cornet.Cornet-class.html#_split_unit_spec">_split_unit_spec</a><tt class="py-op">(</tt><tt class="py-param">self</tt><tt class="py-op">,</tt> <tt class="py-param">spec</tt><tt class="py-op">)</tt><tt class="py-op">:</tt> </tt>
</div><div id="Cornet._split_unit_spec-collapsed" style="display:none;" pad="++++" indent="++++++++"></div><div id="Cornet._split_unit_spec-expanded"><a name="L659"></a><tt class="py-lineno"> 659</tt>  <tt class="py-line">        <tt class="py-name">spec</tt> <tt class="py-op">=</tt> <tt class="py-name">spec</tt> <tt class="py-op">+</tt> <tt class="py-number">2</tt> <tt class="py-op">*</tt> <tt class="py-name">self</tt><tt class="py-op">.</tt><tt id="link-53" class="py-name"><a title="cornetto.cornet.Cornet._unit_separator" class="py-name" href="#" onclick="return doclink('link-53', '_unit_separator', 'link-4');">_unit_separator</a></tt> </tt>
<a name="L660"></a><tt class="py-lineno"> 660</tt>  <tt class="py-line">        <tt class="py-keyword">return</tt> <tt class="py-name">spec</tt><tt class="py-op">.</tt><tt class="py-name">strip</tt><tt class="py-op">(</tt><tt class="py-op">)</tt><tt class="py-op">.</tt><tt class="py-name">split</tt><tt class="py-op">(</tt><tt class="py-name">self</tt><tt class="py-op">.</tt><tt id="link-54" class="py-name"><a title="cornetto.cornet.Cornet._unit_separator" class="py-name" href="#" onclick="return doclink('link-54', '_unit_separator', 'link-4');">_unit_separator</a></tt><tt class="py-op">)</tt><tt class="py-op">[</tt><tt class="py-op">:</tt><tt class="py-number">3</tt><tt class="py-op">]</tt> </tt>
</div><a name="L661"></a><tt class="py-lineno"> 661</tt>  <tt class="py-line">     </tt>
<a name="L662"></a><tt class="py-lineno"> 662</tt>  <tt class="py-line">     </tt>
<a name="Cornet._split_rel_spec"></a><div id="Cornet._split_rel_spec-def"><a name="L663"></a><tt class="py-lineno"> 663</tt> <a class="py-toggle" href="#" id="Cornet._split_rel_spec-toggle" onclick="return toggle('Cornet._split_rel_spec');">-</a><tt class="py-line">    <tt class="py-keyword">def</tt> <a class="py-def-name" href="cornetto.cornet.Cornet-class.html#_split_rel_spec">_split_rel_spec</a><tt class="py-op">(</tt><tt class="py-param">self</tt><tt class="py-op">,</tt> <tt class="py-param">spec</tt><tt class="py-op">)</tt><tt class="py-op">:</tt> </tt>
</div><div id="Cornet._split_rel_spec-collapsed" style="display:none;" pad="++++" indent="++++++++"></div><div id="Cornet._split_rel_spec-expanded"><a name="L664"></a><tt class="py-lineno"> 664</tt>  <tt class="py-line">        <tt class="py-keyword">if</tt> <tt class="py-name">spec</tt><tt class="py-op">[</tt><tt class="py-op">-</tt><tt class="py-number">1</tt><tt class="py-op">]</tt> <tt class="py-keyword">in</tt> <tt class="py-string">"123456789"</tt><tt class="py-op">:</tt> </tt>
<a name="L665"></a><tt class="py-lineno"> 665</tt>  <tt class="py-line">            <tt class="py-name">name</tt><tt class="py-op">,</tt> <tt class="py-name">depth</tt> <tt class="py-op">=</tt> <tt class="py-name">spec</tt><tt class="py-op">[</tt><tt class="py-op">:</tt><tt class="py-op">-</tt><tt class="py-number">1</tt><tt class="py-op">]</tt><tt class="py-op">,</tt> <tt class="py-name">int</tt><tt class="py-op">(</tt><tt class="py-name">spec</tt><tt class="py-op">[</tt><tt class="py-op">-</tt><tt class="py-number">1</tt><tt class="py-op">]</tt><tt class="py-op">)</tt> </tt>
<a name="L666"></a><tt class="py-lineno"> 666</tt>  <tt class="py-line">        <tt class="py-keyword">elif</tt> <tt class="py-name">spec</tt><tt class="py-op">[</tt><tt class="py-op">-</tt><tt class="py-number">1</tt><tt class="py-op">]</tt> <tt class="py-op">==</tt> <tt class="py-string">"+"</tt><tt class="py-op">:</tt> </tt>
<a name="L667"></a><tt class="py-lineno"> 667</tt>  <tt class="py-line">            <tt class="py-name">name</tt><tt class="py-op">,</tt> <tt class="py-name">depth</tt>  <tt class="py-op">=</tt> <tt class="py-name">spec</tt><tt class="py-op">[</tt><tt class="py-op">:</tt><tt class="py-op">-</tt><tt class="py-number">1</tt><tt class="py-op">]</tt><tt class="py-op">,</tt> <tt class="py-number">9</tt> </tt>
<a name="L668"></a><tt class="py-lineno"> 668</tt>  <tt class="py-line">        <tt class="py-keyword">else</tt><tt class="py-op">:</tt> </tt>
<a name="L669"></a><tt class="py-lineno"> 669</tt>  <tt class="py-line">            <tt class="py-name">name</tt><tt class="py-op">,</tt> <tt class="py-name">depth</tt> <tt class="py-op">=</tt> <tt class="py-name">spec</tt><tt class="py-op">,</tt> <tt class="py-number">1</tt> </tt>
<a name="L670"></a><tt class="py-lineno"> 670</tt>  <tt class="py-line">             </tt>
<a name="L671"></a><tt class="py-lineno"> 671</tt>  <tt class="py-line">        <tt class="py-keyword">return</tt> <tt class="py-name">name</tt><tt class="py-op">.</tt><tt class="py-name">upper</tt><tt class="py-op">(</tt><tt class="py-op">)</tt><tt class="py-op">,</tt> <tt class="py-name">depth</tt> </tt>
</div><a name="L672"></a><tt class="py-lineno"> 672</tt>  <tt class="py-line"> </tt>
<a name="L673"></a><tt class="py-lineno"> 673</tt>  <tt class="py-line">         </tt>
<a name="L674"></a><tt class="py-lineno"> 674</tt>  <tt class="py-line">    <tt class="py-comment"># search</tt> </tt>
<a name="L675"></a><tt class="py-lineno"> 675</tt>  <tt class="py-line">     </tt>
<a name="Cornet._transitive_closure"></a><div id="Cornet._transitive_closure-def"><a name="L676"></a><tt class="py-lineno"> 676</tt> <a class="py-toggle" href="#" id="Cornet._transitive_closure-toggle" onclick="return toggle('Cornet._transitive_closure');">-</a><tt class="py-line">    <tt class="py-keyword">def</tt> <a class="py-def-name" href="cornetto.cornet.Cornet-class.html#_transitive_closure">_transitive_closure</a><tt class="py-op">(</tt><tt class="py-param">self</tt><tt class="py-op">,</tt> <tt class="py-param">lus</tt><tt class="py-op">,</tt> <tt class="py-param">rel_name</tt><tt class="py-op">)</tt><tt class="py-op">:</tt> </tt>
</div><div id="Cornet._transitive_closure-collapsed" style="display:none;" pad="++++" indent="++++++++"></div><div id="Cornet._transitive_closure-expanded"><a name="L677"></a><tt class="py-lineno"> 677</tt>  <tt class="py-line">        <tt class="py-docstring">"""</tt> </tt>
<a name="L678"></a><tt class="py-lineno"> 678</tt>  <tt class="py-line"><tt class="py-docstring">        Computes the transitive closure of a set of lexical units</tt> </tt>
<a name="L679"></a><tt class="py-lineno"> 679</tt>  <tt class="py-line"><tt class="py-docstring">        over a certain relation. Returns a dict with successors as keys </tt> </tt>
<a name="L680"></a><tt class="py-lineno"> 680</tt>  <tt class="py-line"><tt class="py-docstring">        and their distance (in edges) to the orginal lexical units.</tt> </tt>
<a name="L681"></a><tt class="py-lineno"> 681</tt>  <tt class="py-line"><tt class="py-docstring">        """</tt> </tt>
<a name="L682"></a><tt class="py-lineno"> 682</tt>  <tt class="py-line">        <tt class="py-keyword">assert</tt> <tt class="py-name">isinstance</tt><tt class="py-op">(</tt><tt class="py-name">lus</tt><tt class="py-op">,</tt> <tt class="py-name">list</tt><tt class="py-op">)</tt><tt class="py-op">,</tt> <tt class="py-name">repr</tt><tt class="py-op">(</tt><tt class="py-name">lus</tt><tt class="py-op">)</tt> <tt class="py-op">+</tt> <tt class="py-string">" is not a list"</tt> </tt>
<a name="L683"></a><tt class="py-lineno"> 683</tt>  <tt class="py-line">        <tt class="py-name">queue</tt> <tt class="py-op">=</tt> <tt class="py-name">lus</tt> </tt>
<a name="L684"></a><tt class="py-lineno"> 684</tt>  <tt class="py-line">        <tt class="py-name">lus</tt> <tt class="py-op">=</tt> <tt class="py-name">dict</tt><tt class="py-op">.</tt><tt class="py-name">fromkeys</tt><tt class="py-op">(</tt><tt class="py-name">lus</tt><tt class="py-op">)</tt> </tt>
<a name="L685"></a><tt class="py-lineno"> 685</tt>  <tt class="py-line">        <tt class="py-name">next_queue</tt> <tt class="py-op">=</tt> <tt class="py-op">[</tt><tt class="py-op">]</tt> </tt>
<a name="L686"></a><tt class="py-lineno"> 686</tt>  <tt class="py-line">        <tt class="py-comment"># distance of lu in queue to original lus</tt> </tt>
<a name="L687"></a><tt class="py-lineno"> 687</tt>  <tt class="py-line">        <tt class="py-name">distance</tt> <tt class="py-op">=</tt> <tt class="py-number">0</tt>  </tt>
<a name="L688"></a><tt class="py-lineno"> 688</tt>  <tt class="py-line">        <tt class="py-name">successors</tt><tt class="py-op">=</tt> <tt class="py-op">{</tt><tt class="py-op">}</tt> </tt>
<a name="L689"></a><tt class="py-lineno"> 689</tt>  <tt class="py-line">         </tt>
<a name="L690"></a><tt class="py-lineno"> 690</tt>  <tt class="py-line">        <tt class="py-keyword">while</tt> <tt class="py-name">queue</tt><tt class="py-op">:</tt> </tt>
<a name="L691"></a><tt class="py-lineno"> 691</tt>  <tt class="py-line">            <tt class="py-name">out_edges</tt> <tt class="py-op">=</tt> <tt class="py-name">self</tt><tt class="py-op">.</tt><tt class="py-name">_graph</tt><tt class="py-op">.</tt><tt class="py-name">out_edges_iter</tt><tt class="py-op">(</tt><tt class="py-name">queue</tt><tt class="py-op">,</tt> <tt class="py-name">data</tt><tt class="py-op">=</tt><tt class="py-name">True</tt><tt class="py-op">)</tt> </tt>
<a name="L692"></a><tt class="py-lineno"> 692</tt>  <tt class="py-line">                 </tt>
<a name="L693"></a><tt class="py-lineno"> 693</tt>  <tt class="py-line">            <tt class="py-keyword">for</tt> <tt class="py-name">from_lu</tt><tt class="py-op">,</tt> <tt class="py-name">to_lu</tt><tt class="py-op">,</tt> <tt class="py-name">edge</tt> <tt class="py-keyword">in</tt> <tt class="py-name">out_edges</tt><tt class="py-op">:</tt> </tt>
<a name="L694"></a><tt class="py-lineno"> 694</tt>  <tt class="py-line">                <tt class="py-keyword">if</tt> <tt class="py-op">(</tt> <tt class="py-name">self</tt><tt class="py-op">.</tt><tt id="link-55" class="py-name"><a title="cornetto.cornet.Cornet._rel_has_name" class="py-name" href="#" onclick="return doclink('link-55', '_rel_has_name', 'link-40');">_rel_has_name</a></tt><tt class="py-op">(</tt><tt class="py-name">edge</tt><tt class="py-op">,</tt> <tt class="py-name">rel_name</tt><tt class="py-op">)</tt> <tt class="py-keyword">and</tt> </tt>
<a name="L695"></a><tt class="py-lineno"> 695</tt>  <tt class="py-line">                     <tt class="py-name">to_lu</tt> <tt class="py-keyword">not</tt> <tt class="py-keyword">in</tt> <tt class="py-name">successors</tt><tt class="py-op">)</tt><tt class="py-op">:</tt> </tt>
<a name="L696"></a><tt class="py-lineno"> 696</tt>  <tt class="py-line">                    <tt class="py-name">successors</tt><tt class="py-op">[</tt><tt class="py-name">to_lu</tt><tt class="py-op">]</tt> <tt class="py-op">=</tt> <tt class="py-name">distance</tt> <tt class="py-op">+</tt> <tt class="py-number">1</tt> </tt>
<a name="L697"></a><tt class="py-lineno"> 697</tt>  <tt class="py-line">                     </tt>
<a name="L698"></a><tt class="py-lineno"> 698</tt>  <tt class="py-line">                    <tt class="py-comment"># A lexical unit from the original lus may be reached, and</tt> </tt>
<a name="L699"></a><tt class="py-lineno"> 699</tt>  <tt class="py-line">                    <tt class="py-comment"># is indeed a valid successor, but should not be added to</tt> </tt>
<a name="L700"></a><tt class="py-lineno"> 700</tt>  <tt class="py-line">                    <tt class="py-comment"># the queue otherwise we run in an endless loop</tt> </tt>
<a name="L701"></a><tt class="py-lineno"> 701</tt>  <tt class="py-line">                    <tt class="py-keyword">if</tt> <tt class="py-name">to_lu</tt> <tt class="py-keyword">not</tt> <tt class="py-keyword">in</tt> <tt class="py-name">lus</tt><tt class="py-op">:</tt> </tt>
<a name="L702"></a><tt class="py-lineno"> 702</tt>  <tt class="py-line">                        <tt class="py-name">next_queue</tt><tt class="py-op">.</tt><tt class="py-name">append</tt><tt class="py-op">(</tt><tt class="py-name">to_lu</tt><tt class="py-op">)</tt> </tt>
<a name="L703"></a><tt class="py-lineno"> 703</tt>  <tt class="py-line">                     </tt>
<a name="L704"></a><tt class="py-lineno"> 704</tt>  <tt class="py-line">            <tt class="py-name">queue</tt><tt class="py-op">,</tt> <tt class="py-name">next_queue</tt> <tt class="py-op">=</tt> <tt class="py-name">next_queue</tt><tt class="py-op">,</tt> <tt class="py-op">[</tt><tt class="py-op">]</tt> </tt>
<a name="L705"></a><tt class="py-lineno"> 705</tt>  <tt class="py-line">            <tt class="py-name">distance</tt> <tt class="py-op">+=</tt> <tt class="py-number">1</tt> </tt>
<a name="L706"></a><tt class="py-lineno"> 706</tt>  <tt class="py-line">             </tt>
<a name="L707"></a><tt class="py-lineno"> 707</tt>  <tt class="py-line">        <tt class="py-keyword">return</tt> <tt class="py-name">successors</tt> </tt>
</div><a name="L708"></a><tt class="py-lineno"> 708</tt>  <tt class="py-line"> </tt>
<a name="L709"></a><tt class="py-lineno"> 709</tt>  <tt class="py-line">     </tt>
<a name="Cornet._bidirectional_shortest_path"></a><div id="Cornet._bidirectional_shortest_path-def"><a name="L710"></a><tt class="py-lineno"> 710</tt> <a class="py-toggle" href="#" id="Cornet._bidirectional_shortest_path-toggle" onclick="return toggle('Cornet._bidirectional_shortest_path');">-</a><tt class="py-line">    <tt class="py-keyword">def</tt> <a class="py-def-name" href="cornetto.cornet.Cornet-class.html#_bidirectional_shortest_path">_bidirectional_shortest_path</a><tt class="py-op">(</tt><tt class="py-param">self</tt><tt class="py-op">,</tt> <tt class="py-param">from_lus</tt><tt class="py-op">,</tt> <tt class="py-param">to_lus</tt><tt class="py-op">,</tt> <tt class="py-param">rel_name</tt><tt class="py-op">,</tt> <tt class="py-param">depth</tt><tt class="py-op">)</tt><tt class="py-op">:</tt> </tt>
</div><div id="Cornet._bidirectional_shortest_path-collapsed" style="display:none;" pad="++++" indent="++++++++"></div><div id="Cornet._bidirectional_shortest_path-expanded"><a name="L711"></a><tt class="py-lineno"> 711</tt>  <tt class="py-line">        <tt class="py-comment"># Does BFS from both source and target and meets in the middle</tt> </tt>
<a name="L712"></a><tt class="py-lineno"> 712</tt>  <tt class="py-line">        <tt class="py-comment"># Based on _bidirectional_pred_succ in networkx/path.py</tt> </tt>
<a name="L713"></a><tt class="py-lineno"> 713</tt>  <tt class="py-line">        <tt class="py-comment"># Returns (pred, succ, w) where</tt> </tt>
<a name="L714"></a><tt class="py-lineno"> 714</tt>  <tt class="py-line">        <tt class="py-comment"># pred is a dictionary of predecessors from w to the source, and</tt> </tt>
<a name="L715"></a><tt class="py-lineno"> 715</tt>  <tt class="py-line">        <tt class="py-comment"># succ is a dictionary of successors from w to the target.</tt> </tt>
<a name="L716"></a><tt class="py-lineno"> 716</tt>  <tt class="py-line">         </tt>
<a name="L717"></a><tt class="py-lineno"> 717</tt>  <tt class="py-line">        <tt class="py-comment"># predecesssor and successors in search</tt> </tt>
<a name="L718"></a><tt class="py-lineno"> 718</tt>  <tt class="py-line">        <tt class="py-comment"># keys are lexical units, values are tuples of lexcial units  and relations</tt> </tt>
<a name="L719"></a><tt class="py-lineno"> 719</tt>  <tt class="py-line">        <tt class="py-name">pred</tt> <tt class="py-op">=</tt> <tt class="py-name">dict</tt><tt class="py-op">.</tt><tt class="py-name">fromkeys</tt><tt class="py-op">(</tt><tt class="py-name">from_lus</tt><tt class="py-op">,</tt> <tt class="py-op">(</tt><tt class="py-name">None</tt><tt class="py-op">,</tt> <tt class="py-name">None</tt><tt class="py-op">)</tt><tt class="py-op">)</tt> </tt>
<a name="L720"></a><tt class="py-lineno"> 720</tt>  <tt class="py-line">        <tt class="py-name">succ</tt> <tt class="py-op">=</tt> <tt class="py-name">dict</tt><tt class="py-op">.</tt><tt class="py-name">fromkeys</tt><tt class="py-op">(</tt><tt class="py-name">to_lus</tt><tt class="py-op">,</tt> <tt class="py-op">(</tt><tt class="py-name">None</tt><tt class="py-op">,</tt> <tt class="py-name">None</tt><tt class="py-op">)</tt><tt class="py-op">)</tt> </tt>
<a name="L721"></a><tt class="py-lineno"> 721</tt>  <tt class="py-line">         </tt>
<a name="L722"></a><tt class="py-lineno"> 722</tt>  <tt class="py-line">        <tt class="py-comment"># check trivial case where sources and targets intersect</tt> </tt>
<a name="L723"></a><tt class="py-lineno"> 723</tt>  <tt class="py-line">        <tt class="py-keyword">for</tt> <tt class="py-name">lu</tt> <tt class="py-keyword">in</tt> <tt class="py-name">from_lus</tt><tt class="py-op">:</tt> </tt>
<a name="L724"></a><tt class="py-lineno"> 724</tt>  <tt class="py-line">            <tt class="py-keyword">if</tt> <tt class="py-name">lu</tt> <tt class="py-keyword">in</tt> <tt class="py-name">succ</tt><tt class="py-op">:</tt>  </tt>
<a name="L725"></a><tt class="py-lineno"> 725</tt>  <tt class="py-line">                <tt class="py-keyword">return</tt> <tt class="py-name">None</tt><tt class="py-op">,</tt> <tt class="py-name">lu</tt><tt class="py-op">,</tt> <tt class="py-name">None</tt> </tt>
<a name="L726"></a><tt class="py-lineno"> 726</tt>  <tt class="py-line"> </tt>
<a name="L727"></a><tt class="py-lineno"> 727</tt>  <tt class="py-line">        <tt class="py-comment"># initialize fringes, start with forward</tt> </tt>
<a name="L728"></a><tt class="py-lineno"> 728</tt>  <tt class="py-line">        <tt class="py-name">forward_fringe</tt> <tt class="py-op">=</tt> <tt class="py-name">list</tt><tt class="py-op">(</tt><tt class="py-name">from_lus</tt><tt class="py-op">)</tt>  </tt>
<a name="L729"></a><tt class="py-lineno"> 729</tt>  <tt class="py-line">        <tt class="py-name">reverse_fringe</tt> <tt class="py-op">=</tt> <tt class="py-name">list</tt><tt class="py-op">(</tt><tt class="py-name">to_lus</tt><tt class="py-op">)</tt> </tt>
<a name="L730"></a><tt class="py-lineno"> 730</tt>  <tt class="py-line">        <tt class="py-name">level</tt> <tt class="py-op">=</tt> <tt class="py-number">0</tt>         </tt>
<a name="L731"></a><tt class="py-lineno"> 731</tt>  <tt class="py-line">     </tt>
<a name="L732"></a><tt class="py-lineno"> 732</tt>  <tt class="py-line">        <tt class="py-keyword">while</tt> <tt class="py-name">forward_fringe</tt> <tt class="py-keyword">and</tt> <tt class="py-name">reverse_fringe</tt> <tt class="py-keyword">and</tt> <tt class="py-name">level</tt> <tt class="py-op">!=</tt> <tt class="py-name">depth</tt><tt class="py-op">:</tt> </tt>
<a name="L733"></a><tt class="py-lineno"> 733</tt>  <tt class="py-line">            <tt class="py-name">this_level</tt> <tt class="py-op">=</tt> <tt class="py-name">forward_fringe</tt> </tt>
<a name="L734"></a><tt class="py-lineno"> 734</tt>  <tt class="py-line">            <tt class="py-name">forward_fringe</tt> <tt class="py-op">=</tt> <tt class="py-op">[</tt><tt class="py-op">]</tt> </tt>
<a name="L735"></a><tt class="py-lineno"> 735</tt>  <tt class="py-line"> </tt>
<a name="L736"></a><tt class="py-lineno"> 736</tt>  <tt class="py-line">            <tt class="py-name">out_edges</tt> <tt class="py-op">=</tt> <tt class="py-name">self</tt><tt class="py-op">.</tt><tt class="py-name">_graph</tt><tt class="py-op">.</tt><tt class="py-name">out_edges_iter</tt><tt class="py-op">(</tt><tt class="py-name">this_level</tt><tt class="py-op">,</tt> <tt class="py-name">data</tt><tt class="py-op">=</tt><tt class="py-name">True</tt><tt class="py-op">)</tt> </tt>
<a name="L737"></a><tt class="py-lineno"> 737</tt>  <tt class="py-line">             </tt>
<a name="L738"></a><tt class="py-lineno"> 738</tt>  <tt class="py-line">            <tt class="py-keyword">for</tt> <tt class="py-name">from_lu</tt><tt class="py-op">,</tt> <tt class="py-name">to_lu</tt><tt class="py-op">,</tt> <tt class="py-name">edge</tt> <tt class="py-keyword">in</tt> <tt class="py-name">out_edges</tt><tt class="py-op">:</tt> </tt>
<a name="L739"></a><tt class="py-lineno"> 739</tt>  <tt class="py-line">                <tt class="py-keyword">if</tt> <tt class="py-name">self</tt><tt class="py-op">.</tt><tt id="link-56" class="py-name"><a title="cornetto.cornet.Cornet._rel_has_name" class="py-name" href="#" onclick="return doclink('link-56', '_rel_has_name', 'link-40');">_rel_has_name</a></tt><tt class="py-op">(</tt><tt class="py-name">edge</tt><tt class="py-op">,</tt> <tt class="py-name">rel_name</tt><tt class="py-op">)</tt><tt class="py-op">:</tt> </tt>
<a name="L740"></a><tt class="py-lineno"> 740</tt>  <tt class="py-line">                    <tt class="py-keyword">if</tt> <tt class="py-name">to_lu</tt> <tt class="py-keyword">not</tt> <tt class="py-keyword">in</tt> <tt class="py-name">pred</tt><tt class="py-op">:</tt> <tt class="py-comment"># prevent cycles</tt> </tt>
<a name="L741"></a><tt class="py-lineno"> 741</tt>  <tt class="py-line">                        <tt class="py-name">forward_fringe</tt><tt class="py-op">.</tt><tt class="py-name">append</tt><tt class="py-op">(</tt><tt class="py-name">to_lu</tt><tt class="py-op">)</tt> </tt>
<a name="L742"></a><tt class="py-lineno"> 742</tt>  <tt class="py-line">                        <tt class="py-comment"># If there are multiple matching edges,</tt> </tt>
<a name="L743"></a><tt class="py-lineno"> 743</tt>  <tt class="py-line">                        <tt class="py-comment"># the previous dict value may be overwritten, </tt> </tt>
<a name="L744"></a><tt class="py-lineno"> 744</tt>  <tt class="py-line">                        <tt class="py-comment"># but we don't care because we are looking for *a* path</tt> </tt>
<a name="L745"></a><tt class="py-lineno"> 745</tt>  <tt class="py-line">                        <tt class="py-comment"># instead of *all* paths.</tt> </tt>
<a name="L746"></a><tt class="py-lineno"> 746</tt>  <tt class="py-line">                        <tt class="py-name">pred</tt><tt class="py-op">[</tt><tt class="py-name">to_lu</tt><tt class="py-op">]</tt> <tt class="py-op">=</tt> <tt class="py-op">(</tt><tt class="py-name">from_lu</tt><tt class="py-op">,</tt> <tt class="py-name">edge</tt><tt class="py-op">)</tt> </tt>
<a name="L747"></a><tt class="py-lineno"> 747</tt>  <tt class="py-line">                    <tt class="py-keyword">if</tt> <tt class="py-name">to_lu</tt> <tt class="py-keyword">in</tt> <tt class="py-name">succ</tt><tt class="py-op">:</tt>  <tt class="py-keyword">return</tt> <tt class="py-name">pred</tt><tt class="py-op">,</tt> <tt class="py-name">to_lu</tt><tt class="py-op">,</tt> <tt class="py-name">succ</tt> <tt class="py-comment"># found path</tt> </tt>
<a name="L748"></a><tt class="py-lineno"> 748</tt>  <tt class="py-line">                     </tt>
<a name="L749"></a><tt class="py-lineno"> 749</tt>  <tt class="py-line">            <tt class="py-name">level</tt> <tt class="py-op">+=</tt> <tt class="py-number">1</tt> </tt>
<a name="L750"></a><tt class="py-lineno"> 750</tt>  <tt class="py-line">            <tt class="py-keyword">if</tt> <tt class="py-name">level</tt> <tt class="py-op">==</tt> <tt class="py-name">depth</tt><tt class="py-op">:</tt> <tt class="py-keyword">break</tt> <tt class="py-comment"># max search depth reached</tt> </tt>
<a name="L751"></a><tt class="py-lineno"> 751</tt>  <tt class="py-line"> </tt>
<a name="L752"></a><tt class="py-lineno"> 752</tt>  <tt class="py-line">            <tt class="py-name">this_level</tt> <tt class="py-op">=</tt> <tt class="py-name">reverse_fringe</tt> </tt>
<a name="L753"></a><tt class="py-lineno"> 753</tt>  <tt class="py-line">            <tt class="py-name">reverse_fringe</tt> <tt class="py-op">=</tt> <tt class="py-op">[</tt><tt class="py-op">]</tt> </tt>
<a name="L754"></a><tt class="py-lineno"> 754</tt>  <tt class="py-line">             </tt>
<a name="L755"></a><tt class="py-lineno"> 755</tt>  <tt class="py-line">            <tt class="py-name">in_edges</tt> <tt class="py-op">=</tt> <tt class="py-name">self</tt><tt class="py-op">.</tt><tt class="py-name">_graph</tt><tt class="py-op">.</tt><tt class="py-name">in_edges_iter</tt><tt class="py-op">(</tt><tt class="py-name">this_level</tt><tt class="py-op">,</tt> <tt class="py-name">data</tt><tt class="py-op">=</tt><tt class="py-name">True</tt><tt class="py-op">)</tt> </tt>
<a name="L756"></a><tt class="py-lineno"> 756</tt>  <tt class="py-line">             </tt>
<a name="L757"></a><tt class="py-lineno"> 757</tt>  <tt class="py-line">            <tt class="py-keyword">for</tt> <tt class="py-name">from_lu</tt><tt class="py-op">,</tt> <tt class="py-name">to_lu</tt><tt class="py-op">,</tt> <tt class="py-name">edge</tt> <tt class="py-keyword">in</tt> <tt class="py-name">in_edges</tt><tt class="py-op">:</tt> </tt>
<a name="L758"></a><tt class="py-lineno"> 758</tt>  <tt class="py-line">                <tt class="py-keyword">if</tt> <tt class="py-name">self</tt><tt class="py-op">.</tt><tt id="link-57" class="py-name"><a title="cornetto.cornet.Cornet._rel_has_name" class="py-name" href="#" onclick="return doclink('link-57', '_rel_has_name', 'link-40');">_rel_has_name</a></tt><tt class="py-op">(</tt><tt class="py-name">edge</tt><tt class="py-op">,</tt> <tt class="py-name">rel_name</tt><tt class="py-op">)</tt><tt class="py-op">:</tt> </tt>
<a name="L759"></a><tt class="py-lineno"> 759</tt>  <tt class="py-line">                    <tt class="py-keyword">if</tt> <tt class="py-name">from_lu</tt> <tt class="py-keyword">not</tt> <tt class="py-keyword">in</tt> <tt class="py-name">succ</tt><tt class="py-op">:</tt> </tt>
<a name="L760"></a><tt class="py-lineno"> 760</tt>  <tt class="py-line">                        <tt class="py-comment"># may replace existing relation</tt> </tt>
<a name="L761"></a><tt class="py-lineno"> 761</tt>  <tt class="py-line">                        <tt class="py-name">succ</tt><tt class="py-op">[</tt><tt class="py-name">from_lu</tt><tt class="py-op">]</tt> <tt class="py-op">=</tt> <tt class="py-op">(</tt><tt class="py-name">to_lu</tt><tt class="py-op">,</tt> <tt class="py-name">edge</tt><tt class="py-op">)</tt> </tt>
<a name="L762"></a><tt class="py-lineno"> 762</tt>  <tt class="py-line">                        <tt class="py-name">reverse_fringe</tt><tt class="py-op">.</tt><tt class="py-name">append</tt><tt class="py-op">(</tt><tt class="py-name">from_lu</tt><tt class="py-op">)</tt> </tt>
<a name="L763"></a><tt class="py-lineno"> 763</tt>  <tt class="py-line">                    <tt class="py-keyword">if</tt> <tt class="py-name">from_lu</tt> <tt class="py-keyword">in</tt> <tt class="py-name">pred</tt><tt class="py-op">:</tt>  <tt class="py-keyword">return</tt> <tt class="py-name">pred</tt><tt class="py-op">,</tt> <tt class="py-name">from_lu</tt><tt class="py-op">,</tt> <tt class="py-name">succ</tt> <tt class="py-comment"># found path</tt> </tt>
<a name="L764"></a><tt class="py-lineno"> 764</tt>  <tt class="py-line">                     </tt>
<a name="L765"></a><tt class="py-lineno"> 765</tt>  <tt class="py-line">            <tt class="py-name">level</tt> <tt class="py-op">+=</tt> <tt class="py-number">1</tt> </tt>
<a name="L766"></a><tt class="py-lineno"> 766</tt>  <tt class="py-line">             </tt>
<a name="L767"></a><tt class="py-lineno"> 767</tt>  <tt class="py-line">        <tt class="py-keyword">return</tt> <tt class="py-name">None</tt><tt class="py-op">,</tt> <tt class="py-name">None</tt><tt class="py-op">,</tt> <tt class="py-name">None</tt>  <tt class="py-comment"># no path found</tt> </tt>
</div><a name="L768"></a><tt class="py-lineno"> 768</tt>  <tt class="py-line">     </tt>
<a name="L769"></a><tt class="py-lineno"> 769</tt>  <tt class="py-line">     </tt>
<a name="Cornet._reconstruct_path"></a><div id="Cornet._reconstruct_path-def"><a name="L770"></a><tt class="py-lineno"> 770</tt> <a class="py-toggle" href="#" id="Cornet._reconstruct_path-toggle" onclick="return toggle('Cornet._reconstruct_path');">-</a><tt class="py-line">    <tt class="py-keyword">def</tt> <a class="py-def-name" href="cornetto.cornet.Cornet-class.html#_reconstruct_path">_reconstruct_path</a><tt class="py-op">(</tt><tt class="py-param">self</tt><tt class="py-op">,</tt>  <tt class="py-param">pred</tt><tt class="py-op">,</tt> <tt class="py-param">common_lu</tt><tt class="py-op">,</tt> <tt class="py-param">succ</tt><tt class="py-op">,</tt> <tt class="py-param">format</tt><tt class="py-op">=</tt><tt class="py-name">None</tt><tt class="py-op">)</tt><tt class="py-op">:</tt> </tt>
</div><div id="Cornet._reconstruct_path-collapsed" style="display:none;" pad="++++" indent="++++++++"></div><div id="Cornet._reconstruct_path-expanded"><a name="L771"></a><tt class="py-lineno"> 771</tt>  <tt class="py-line">        <tt class="py-name">lu_formatter</tt> <tt class="py-op">=</tt> <tt class="py-name">self</tt><tt class="py-op">.</tt><tt id="link-58" class="py-name"><a title="cornetto.cornet.Cornet._get_lex_unit_formatter" class="py-name" href="#" onclick="return doclink('link-58', '_get_lex_unit_formatter', 'link-19');">_get_lex_unit_formatter</a></tt><tt class="py-op">(</tt><tt class="py-name">format</tt><tt class="py-op">)</tt> </tt>
<a name="L772"></a><tt class="py-lineno"> 772</tt>  <tt class="py-line">        <tt class="py-name">rel_formatter</tt> <tt class="py-op">=</tt> <tt class="py-name">self</tt><tt class="py-op">.</tt><tt id="link-59" class="py-name"><a title="cornetto.cornet.Cornet._get_relation_formatter" class="py-name" href="#" onclick="return doclink('link-59', '_get_relation_formatter', 'link-24');">_get_relation_formatter</a></tt><tt class="py-op">(</tt><tt class="py-name">format</tt><tt class="py-op">)</tt> </tt>
<a name="L773"></a><tt class="py-lineno"> 773</tt>  <tt class="py-line">         </tt>
<a name="L774"></a><tt class="py-lineno"> 774</tt>  <tt class="py-line">        <tt class="py-keyword">if</tt> <tt class="py-keyword">not</tt> <tt class="py-name">pred</tt> <tt class="py-keyword">and</tt> <tt class="py-keyword">not</tt> <tt class="py-name">succ</tt><tt class="py-op">:</tt> </tt>
<a name="L775"></a><tt class="py-lineno"> 775</tt>  <tt class="py-line">            <tt class="py-keyword">if</tt> <tt class="py-name">common_lu</tt><tt class="py-op">:</tt> </tt>
<a name="L776"></a><tt class="py-lineno"> 776</tt>  <tt class="py-line">                <tt class="py-comment"># trivial path because source and target nodes intersect</tt> </tt>
<a name="L777"></a><tt class="py-lineno"> 777</tt>  <tt class="py-line">                <tt class="py-keyword">return</tt> <tt class="py-op">[</tt><tt class="py-name">lu_formatter</tt><tt class="py-op">(</tt><tt class="py-name">common_lu</tt><tt class="py-op">)</tt><tt class="py-op">]</tt> </tt>
<a name="L778"></a><tt class="py-lineno"> 778</tt>  <tt class="py-line">            <tt class="py-keyword">else</tt><tt class="py-op">:</tt> </tt>
<a name="L779"></a><tt class="py-lineno"> 779</tt>  <tt class="py-line">                <tt class="py-comment"># no path found</tt> </tt>
<a name="L780"></a><tt class="py-lineno"> 780</tt>  <tt class="py-line">                <tt class="py-keyword">return</tt> <tt class="py-op">[</tt><tt class="py-op">]</tt> </tt>
<a name="L781"></a><tt class="py-lineno"> 781</tt>  <tt class="py-line"> </tt>
<a name="L782"></a><tt class="py-lineno"> 782</tt>  <tt class="py-line">        <tt class="py-name">path</tt> <tt class="py-op">=</tt> <tt class="py-op">[</tt><tt class="py-op">]</tt> </tt>
<a name="L783"></a><tt class="py-lineno"> 783</tt>  <tt class="py-line">        <tt class="py-name">lu</tt> <tt class="py-op">=</tt> <tt class="py-name">common_lu</tt> </tt>
<a name="L784"></a><tt class="py-lineno"> 784</tt>  <tt class="py-line">         </tt>
<a name="L785"></a><tt class="py-lineno"> 785</tt>  <tt class="py-line">        <tt class="py-comment"># from common lu to target lu</tt> </tt>
<a name="L786"></a><tt class="py-lineno"> 786</tt>  <tt class="py-line">        <tt class="py-keyword">while</tt> <tt class="py-name">lu</tt> <tt class="py-keyword">is</tt> <tt class="py-keyword">not</tt> <tt class="py-name">None</tt><tt class="py-op">:</tt> </tt>
<a name="L787"></a><tt class="py-lineno"> 787</tt>  <tt class="py-line">            <tt class="py-name">path</tt><tt class="py-op">.</tt><tt class="py-name">append</tt><tt class="py-op">(</tt><tt class="py-name">lu_formatter</tt><tt class="py-op">(</tt><tt class="py-name">lu</tt><tt class="py-op">)</tt><tt class="py-op">)</tt> </tt>
<a name="L788"></a><tt class="py-lineno"> 788</tt>  <tt class="py-line">            <tt class="py-name">lu</tt><tt class="py-op">,</tt> <tt class="py-name">edge</tt> <tt class="py-op">=</tt> <tt class="py-name">succ</tt><tt class="py-op">[</tt><tt class="py-name">lu</tt><tt class="py-op">]</tt> </tt>
<a name="L789"></a><tt class="py-lineno"> 789</tt>  <tt class="py-line">            <tt class="py-keyword">if</tt> <tt class="py-name">edge</tt> <tt class="py-keyword">is</tt> <tt class="py-keyword">not</tt> <tt class="py-name">None</tt><tt class="py-op">:</tt>  </tt>
<a name="L790"></a><tt class="py-lineno"> 790</tt>  <tt class="py-line">                <tt class="py-name">path</tt><tt class="py-op">.</tt><tt class="py-name">append</tt><tt class="py-op">(</tt><tt class="py-name">rel_formatter</tt><tt class="py-op">(</tt><tt class="py-name">edge</tt><tt class="py-op">)</tt><tt class="py-op">)</tt>  </tt>
<a name="L791"></a><tt class="py-lineno"> 791</tt>  <tt class="py-line">             </tt>
<a name="L792"></a><tt class="py-lineno"> 792</tt>  <tt class="py-line">        <tt class="py-comment"># from source lu to common</tt> </tt>
<a name="L793"></a><tt class="py-lineno"> 793</tt>  <tt class="py-line">        <tt class="py-name">lu</tt><tt class="py-op">,</tt> <tt class="py-name">edge</tt> <tt class="py-op">=</tt> <tt class="py-name">pred</tt><tt class="py-op">[</tt><tt class="py-name">common_lu</tt><tt class="py-op">]</tt> </tt>
<a name="L794"></a><tt class="py-lineno"> 794</tt>  <tt class="py-line">        <tt class="py-name">path</tt><tt class="py-op">.</tt><tt class="py-name">insert</tt><tt class="py-op">(</tt><tt class="py-number">0</tt><tt class="py-op">,</tt> <tt class="py-name">rel_formatter</tt><tt class="py-op">(</tt><tt class="py-name">edge</tt><tt class="py-op">)</tt><tt class="py-op">)</tt> </tt>
<a name="L795"></a><tt class="py-lineno"> 795</tt>  <tt class="py-line">         </tt>
<a name="L796"></a><tt class="py-lineno"> 796</tt>  <tt class="py-line">        <tt class="py-keyword">while</tt> <tt class="py-name">lu</tt> <tt class="py-keyword">is</tt> <tt class="py-keyword">not</tt> <tt class="py-name">None</tt><tt class="py-op">:</tt> </tt>
<a name="L797"></a><tt class="py-lineno"> 797</tt>  <tt class="py-line">            <tt class="py-name">path</tt><tt class="py-op">.</tt><tt class="py-name">insert</tt><tt class="py-op">(</tt><tt class="py-number">0</tt><tt class="py-op">,</tt> <tt class="py-name">lu_formatter</tt><tt class="py-op">(</tt><tt class="py-name">lu</tt><tt class="py-op">)</tt><tt class="py-op">)</tt> </tt>
<a name="L798"></a><tt class="py-lineno"> 798</tt>  <tt class="py-line">            <tt class="py-name">lu</tt><tt class="py-op">,</tt> <tt class="py-name">edge</tt> <tt class="py-op">=</tt> <tt class="py-name">pred</tt><tt class="py-op">[</tt><tt class="py-name">lu</tt><tt class="py-op">]</tt> </tt>
<a name="L799"></a><tt class="py-lineno"> 799</tt>  <tt class="py-line">            <tt class="py-keyword">if</tt> <tt class="py-name">edge</tt> <tt class="py-keyword">is</tt> <tt class="py-keyword">not</tt> <tt class="py-name">None</tt><tt class="py-op">:</tt>  </tt>
<a name="L800"></a><tt class="py-lineno"> 800</tt>  <tt class="py-line">                <tt class="py-name">path</tt><tt class="py-op">.</tt><tt class="py-name">insert</tt><tt class="py-op">(</tt><tt class="py-number">0</tt><tt class="py-op">,</tt> <tt class="py-name">rel_formatter</tt><tt class="py-op">(</tt><tt class="py-name">edge</tt><tt class="py-op">)</tt><tt class="py-op">)</tt> </tt>
<a name="L801"></a><tt class="py-lineno"> 801</tt>  <tt class="py-line">             </tt>
<a name="L802"></a><tt class="py-lineno"> 802</tt>  <tt class="py-line">        <tt class="py-keyword">return</tt> <tt class="py-name">path</tt> </tt>
</div><a name="L803"></a><tt class="py-lineno"> 803</tt>  <tt class="py-line">     </tt>
<a name="L804"></a><tt class="py-lineno"> 804</tt>  <tt class="py-line">     </tt>
<a name="Cornet._search_related_lex_units"></a><div id="Cornet._search_related_lex_units-def"><a name="L805"></a><tt class="py-lineno"> 805</tt> <a class="py-toggle" href="#" id="Cornet._search_related_lex_units-toggle" onclick="return toggle('Cornet._search_related_lex_units');">-</a><tt class="py-line">    <tt class="py-keyword">def</tt> <a class="py-def-name" href="cornetto.cornet.Cornet-class.html#_search_related_lex_units">_search_related_lex_units</a><tt class="py-op">(</tt><tt class="py-param">self</tt><tt class="py-op">,</tt> <tt class="py-param">from_lu</tt><tt class="py-op">,</tt> <tt class="py-param">rel_name</tt><tt class="py-op">,</tt> <tt class="py-param">depth</tt><tt class="py-op">,</tt> <tt class="py-param">lu_formatter</tt><tt class="py-op">,</tt> </tt>
<a name="L806"></a><tt class="py-lineno"> 806</tt>  <tt class="py-line">                                  <tt class="py-param">rel_formatter</tt><tt class="py-op">,</tt> <tt class="py-param">path</tt><tt class="py-op">=</tt><tt class="py-op">[</tt><tt class="py-op">]</tt><tt class="py-op">)</tt><tt class="py-op">:</tt> </tt>
</div><div id="Cornet._search_related_lex_units-collapsed" style="display:none;" pad="++++" indent="++++++++"></div><div id="Cornet._search_related_lex_units-expanded"><a name="L807"></a><tt class="py-lineno"> 807</tt>  <tt class="py-line">        <tt class="py-name">from_lu_related</tt> <tt class="py-op">=</tt> <tt class="py-op">{</tt><tt class="py-op">}</tt> </tt>
<a name="L808"></a><tt class="py-lineno"> 808</tt>  <tt class="py-line">         </tt>
<a name="L809"></a><tt class="py-lineno"> 809</tt>  <tt class="py-line">        <tt class="py-keyword">if</tt> <tt class="py-name">len</tt><tt class="py-op">(</tt><tt class="py-name">path</tt><tt class="py-op">)</tt> <tt class="py-op">&lt;=</tt> <tt class="py-name">depth</tt><tt class="py-op">:</tt> </tt>
<a name="L810"></a><tt class="py-lineno"> 810</tt>  <tt class="py-line">            <tt class="py-keyword">for</tt> <tt class="py-name">from_lu</tt><tt class="py-op">,</tt> <tt class="py-name">to_lu</tt><tt class="py-op">,</tt> <tt class="py-name">edge</tt> <tt class="py-keyword">in</tt> <tt class="py-name">self</tt><tt class="py-op">.</tt><tt class="py-name">_graph</tt><tt class="py-op">.</tt><tt class="py-name">out_edges_iter</tt><tt class="py-op">(</tt><tt class="py-name">from_lu</tt><tt class="py-op">,</tt> <tt class="py-name">data</tt><tt class="py-op">=</tt><tt class="py-name">True</tt><tt class="py-op">)</tt><tt class="py-op">:</tt> </tt>
<a name="L811"></a><tt class="py-lineno"> 811</tt>  <tt class="py-line">                <tt class="py-keyword">if</tt> <tt class="py-op">(</tt> <tt class="py-name">to_lu</tt> <tt class="py-keyword">not</tt> <tt class="py-keyword">in</tt> <tt class="py-name">path</tt> <tt class="py-keyword">and</tt> </tt>
<a name="L812"></a><tt class="py-lineno"> 812</tt>  <tt class="py-line">                     <tt class="py-name">self</tt><tt class="py-op">.</tt><tt id="link-60" class="py-name"><a title="cornetto.cornet.Cornet._rel_has_name" class="py-name" href="#" onclick="return doclink('link-60', '_rel_has_name', 'link-40');">_rel_has_name</a></tt><tt class="py-op">(</tt><tt class="py-name">edge</tt><tt class="py-op">,</tt> <tt class="py-name">rel_name</tt><tt class="py-op">)</tt><tt class="py-op">)</tt><tt class="py-op">:</tt>  </tt>
<a name="L813"></a><tt class="py-lineno"> 813</tt>  <tt class="py-line">                    <tt class="py-name">to_lu_related</tt> <tt class="py-op">=</tt> \ </tt>
<a name="L814"></a><tt class="py-lineno"> 814</tt>  <tt class="py-line">                    <tt class="py-name">self</tt><tt class="py-op">.</tt><tt id="link-61" class="py-name"><a title="cornetto.cornet.Cornet._search_related_lex_units" class="py-name" href="#" onclick="return doclink('link-61', '_search_related_lex_units', 'link-26');">_search_related_lex_units</a></tt><tt class="py-op">(</tt><tt class="py-name">to_lu</tt><tt class="py-op">,</tt> <tt class="py-name">rel_name</tt><tt class="py-op">,</tt> <tt class="py-name">depth</tt><tt class="py-op">,</tt> </tt>
<a name="L815"></a><tt class="py-lineno"> 815</tt>  <tt class="py-line">                                                   <tt class="py-name">lu_formatter</tt><tt class="py-op">,</tt> <tt class="py-name">rel_formatter</tt><tt class="py-op">,</tt>  </tt>
<a name="L816"></a><tt class="py-lineno"> 816</tt>  <tt class="py-line">                                                   <tt class="py-name">path</tt> <tt class="py-op">+</tt> <tt class="py-op">[</tt><tt class="py-name">to_lu</tt><tt class="py-op">]</tt><tt class="py-op">)</tt> </tt>
<a name="L817"></a><tt class="py-lineno"> 817</tt>  <tt class="py-line">                     </tt>
<a name="L818"></a><tt class="py-lineno"> 818</tt>  <tt class="py-line">                    <tt class="py-name">to_lu_repr</tt> <tt class="py-op">=</tt> <tt class="py-name">lu_formatter</tt><tt class="py-op">(</tt><tt class="py-name">to_lu</tt><tt class="py-op">)</tt> </tt>
<a name="L819"></a><tt class="py-lineno"> 819</tt>  <tt class="py-line">                    <tt class="py-name">rel_repr</tt> <tt class="py-op">=</tt> <tt class="py-name">rel_formatter</tt><tt class="py-op">(</tt><tt class="py-name">edge</tt><tt class="py-op">)</tt> </tt>
<a name="L820"></a><tt class="py-lineno"> 820</tt>  <tt class="py-line">                     </tt>
<a name="L821"></a><tt class="py-lineno"> 821</tt>  <tt class="py-line">                    <tt class="py-keyword">try</tt><tt class="py-op">:</tt> </tt>
<a name="L822"></a><tt class="py-lineno"> 822</tt>  <tt class="py-line">                        <tt class="py-name">from_lu_related</tt><tt class="py-op">[</tt><tt class="py-name">rel_repr</tt><tt class="py-op">]</tt><tt class="py-op">[</tt><tt class="py-name">to_lu_repr</tt><tt class="py-op">]</tt> <tt class="py-op">=</tt> <tt class="py-name">to_lu_related</tt> </tt>
<a name="L823"></a><tt class="py-lineno"> 823</tt>  <tt class="py-line">                    <tt class="py-keyword">except</tt> <tt class="py-name">KeyError</tt><tt class="py-op">:</tt> </tt>
<a name="L824"></a><tt class="py-lineno"> 824</tt>  <tt class="py-line">                        <tt class="py-name">from_lu_related</tt><tt class="py-op">[</tt><tt class="py-name">rel_repr</tt><tt class="py-op">]</tt> <tt class="py-op">=</tt> <tt class="py-op">{</tt><tt class="py-name">to_lu_repr</tt><tt class="py-op">:</tt> <tt class="py-name">to_lu_related</tt><tt class="py-op">}</tt> </tt>
<a name="L825"></a><tt class="py-lineno"> 825</tt>  <tt class="py-line">                                 </tt>
<a name="L826"></a><tt class="py-lineno"> 826</tt>  <tt class="py-line">        <tt class="py-keyword">return</tt> <tt class="py-name">from_lu_related</tt> </tt>
</div><a name="L827"></a><tt class="py-lineno"> 827</tt>  <tt class="py-line">     </tt>
<a name="L828"></a><tt class="py-lineno"> 828</tt>  <tt class="py-line">                           </tt>
<a name="L829"></a><tt class="py-lineno"> 829</tt>  <tt class="py-line">    <tt class="py-comment"># lexical unit formatting</tt> </tt>
<a name="L830"></a><tt class="py-lineno"> 830</tt>  <tt class="py-line">     </tt>
<a name="Cornet._get_lex_unit_formatter"></a><div id="Cornet._get_lex_unit_formatter-def"><a name="L831"></a><tt class="py-lineno"> 831</tt> <a class="py-toggle" href="#" id="Cornet._get_lex_unit_formatter-toggle" onclick="return toggle('Cornet._get_lex_unit_formatter');">-</a><tt class="py-line">    <tt class="py-keyword">def</tt> <a class="py-def-name" href="cornetto.cornet.Cornet-class.html#_get_lex_unit_formatter">_get_lex_unit_formatter</a><tt class="py-op">(</tt><tt class="py-param">self</tt><tt class="py-op">,</tt> <tt class="py-param">format</tt><tt class="py-op">=</tt><tt class="py-name">None</tt><tt class="py-op">)</tt><tt class="py-op">:</tt> </tt>
</div><div id="Cornet._get_lex_unit_formatter-collapsed" style="display:none;" pad="++++" indent="++++++++"></div><div id="Cornet._get_lex_unit_formatter-expanded"><a name="L832"></a><tt class="py-lineno"> 832</tt>  <tt class="py-line">        <tt class="py-keyword">if</tt> <tt class="py-keyword">not</tt> <tt class="py-name">format</tt><tt class="py-op">:</tt> <tt class="py-name">format</tt> <tt class="py-op">=</tt> <tt class="py-name">self</tt><tt class="py-op">.</tt><tt class="py-name">_output_format</tt> </tt>
<a name="L833"></a><tt class="py-lineno"> 833</tt>  <tt class="py-line">         </tt>
<a name="L834"></a><tt class="py-lineno"> 834</tt>  <tt class="py-line">        <tt class="py-keyword">if</tt> <tt class="py-name">format</tt> <tt class="py-op">==</tt> <tt class="py-string">"spec"</tt><tt class="py-op">:</tt> </tt>
<a name="L835"></a><tt class="py-lineno"> 835</tt>  <tt class="py-line">            <tt class="py-keyword">return</tt> <tt class="py-name">self</tt><tt class="py-op">.</tt><tt id="link-62" class="py-name" targets="Method cornetto.cornet.Cornet._lu_to_spec()=cornetto.cornet.Cornet-class.html#_lu_to_spec"><a title="cornetto.cornet.Cornet._lu_to_spec" class="py-name" href="#" onclick="return doclink('link-62', '_lu_to_spec', 'link-62');">_lu_to_spec</a></tt> </tt>
<a name="L836"></a><tt class="py-lineno"> 836</tt>  <tt class="py-line">        <tt class="py-keyword">elif</tt> <tt class="py-name">format</tt> <tt class="py-op">==</tt> <tt class="py-string">"xml"</tt><tt class="py-op">:</tt> </tt>
<a name="L837"></a><tt class="py-lineno"> 837</tt>  <tt class="py-line">            <tt class="py-keyword">return</tt> <tt class="py-name">tostring</tt> </tt>
<a name="L838"></a><tt class="py-lineno"> 838</tt>  <tt class="py-line">        <tt class="py-keyword">elif</tt> <tt class="py-name">format</tt> <tt class="py-op">==</tt> <tt class="py-string">"raw"</tt><tt class="py-op">:</tt> </tt>
<a name="L839"></a><tt class="py-lineno"> 839</tt>  <tt class="py-line">            <tt class="py-keyword">return</tt> <tt class="py-keyword">lambda</tt> <tt class="py-name">lu</tt><tt class="py-op">:</tt> <tt class="py-name">lu</tt> </tt>
<a name="L840"></a><tt class="py-lineno"> 840</tt>  <tt class="py-line">        <tt class="py-keyword">else</tt><tt class="py-op">:</tt> </tt>
<a name="L841"></a><tt class="py-lineno"> 841</tt>  <tt class="py-line">            <tt class="py-keyword">raise</tt> <tt class="py-name">ValueError</tt><tt class="py-op">(</tt><tt class="py-string">"unknown output format: "</tt> <tt class="py-op">+</tt> <tt class="py-name">format</tt><tt class="py-op">)</tt> </tt>
</div><a name="L842"></a><tt class="py-lineno"> 842</tt>  <tt class="py-line"> </tt>
<a name="L843"></a><tt class="py-lineno"> 843</tt>  <tt class="py-line">         </tt>
<a name="Cornet._lu_to_spec"></a><div id="Cornet._lu_to_spec-def"><a name="L844"></a><tt class="py-lineno"> 844</tt> <a class="py-toggle" href="#" id="Cornet._lu_to_spec-toggle" onclick="return toggle('Cornet._lu_to_spec');">-</a><tt class="py-line">    <tt class="py-keyword">def</tt> <a class="py-def-name" href="cornetto.cornet.Cornet-class.html#_lu_to_spec">_lu_to_spec</a><tt class="py-op">(</tt><tt class="py-param">self</tt><tt class="py-op">,</tt> <tt class="py-param">lu</tt><tt class="py-op">)</tt><tt class="py-op">:</tt> </tt>
</div><div id="Cornet._lu_to_spec-collapsed" style="display:none;" pad="++++" indent="++++++++"></div><div id="Cornet._lu_to_spec-expanded"><a name="L845"></a><tt class="py-lineno"> 845</tt>  <tt class="py-line">        <tt class="py-keyword">return</tt> <tt class="py-name">self</tt><tt class="py-op">.</tt><tt id="link-63" class="py-name"><a title="cornetto.cornet.Cornet._unit_separator" class="py-name" href="#" onclick="return doclink('link-63', '_unit_separator', 'link-4');">_unit_separator</a></tt><tt class="py-op">.</tt><tt class="py-name">join</tt><tt class="py-op">(</tt><tt class="py-op">(</tt> </tt>
<a name="L846"></a><tt class="py-lineno"> 846</tt>  <tt class="py-line">            <tt class="py-name">self</tt><tt class="py-op">.</tt><tt id="link-64" class="py-name" targets="Method cornetto.cornet.Cornet._get_lu_form()=cornetto.cornet.Cornet-class.html#_get_lu_form"><a title="cornetto.cornet.Cornet._get_lu_form" class="py-name" href="#" onclick="return doclink('link-64', '_get_lu_form', 'link-64');">_get_lu_form</a></tt><tt class="py-op">(</tt><tt class="py-name">lu</tt><tt class="py-op">)</tt><tt class="py-op">,</tt> </tt>
<a name="L847"></a><tt class="py-lineno"> 847</tt>  <tt class="py-line">            <tt class="py-name">self</tt><tt class="py-op">.</tt><tt id="link-65" class="py-name" targets="Method cornetto.cornet.Cornet._get_lu_cat()=cornetto.cornet.Cornet-class.html#_get_lu_cat"><a title="cornetto.cornet.Cornet._get_lu_cat" class="py-name" href="#" onclick="return doclink('link-65', '_get_lu_cat', 'link-65');">_get_lu_cat</a></tt><tt class="py-op">(</tt><tt class="py-name">lu</tt><tt class="py-op">)</tt><tt class="py-op">,</tt> </tt>
<a name="L848"></a><tt class="py-lineno"> 848</tt>  <tt class="py-line">            <tt class="py-name">self</tt><tt class="py-op">.</tt><tt id="link-66" class="py-name" targets="Method cornetto.cornet.Cornet._get_lu_sense()=cornetto.cornet.Cornet-class.html#_get_lu_sense"><a title="cornetto.cornet.Cornet._get_lu_sense" class="py-name" href="#" onclick="return doclink('link-66', '_get_lu_sense', 'link-66');">_get_lu_sense</a></tt><tt class="py-op">(</tt><tt class="py-name">lu</tt><tt class="py-op">)</tt> <tt class="py-op">)</tt><tt class="py-op">)</tt> </tt>
</div><a name="L849"></a><tt class="py-lineno"> 849</tt>  <tt class="py-line">     </tt>
<a name="L850"></a><tt class="py-lineno"> 850</tt>  <tt class="py-line">     </tt>
<a name="L851"></a><tt class="py-lineno"> 851</tt>  <tt class="py-line">    <tt class="py-comment"># relation formatting</tt> </tt>
<a name="L852"></a><tt class="py-lineno"> 852</tt>  <tt class="py-line">     </tt>
<a name="Cornet._get_relation_formatter"></a><div id="Cornet._get_relation_formatter-def"><a name="L853"></a><tt class="py-lineno"> 853</tt> <a class="py-toggle" href="#" id="Cornet._get_relation_formatter-toggle" onclick="return toggle('Cornet._get_relation_formatter');">-</a><tt class="py-line">    <tt class="py-keyword">def</tt> <a class="py-def-name" href="cornetto.cornet.Cornet-class.html#_get_relation_formatter">_get_relation_formatter</a><tt class="py-op">(</tt><tt class="py-param">self</tt><tt class="py-op">,</tt> <tt class="py-param">format</tt><tt class="py-op">=</tt><tt class="py-name">None</tt><tt class="py-op">)</tt><tt class="py-op">:</tt> </tt>
</div><div id="Cornet._get_relation_formatter-collapsed" style="display:none;" pad="++++" indent="++++++++"></div><div id="Cornet._get_relation_formatter-expanded"><a name="L854"></a><tt class="py-lineno"> 854</tt>  <tt class="py-line">        <tt class="py-keyword">if</tt> <tt class="py-keyword">not</tt> <tt class="py-name">format</tt><tt class="py-op">:</tt> <tt class="py-name">format</tt> <tt class="py-op">=</tt> <tt class="py-name">self</tt><tt class="py-op">.</tt><tt class="py-name">_output_format</tt> </tt>
<a name="L855"></a><tt class="py-lineno"> 855</tt>  <tt class="py-line">         </tt>
<a name="L856"></a><tt class="py-lineno"> 856</tt>  <tt class="py-line">        <tt class="py-keyword">if</tt> <tt class="py-name">format</tt> <tt class="py-op">==</tt> <tt class="py-string">"xml"</tt><tt class="py-op">:</tt> </tt>
<a name="L857"></a><tt class="py-lineno"> 857</tt>  <tt class="py-line">            <tt class="py-keyword">return</tt> <tt class="py-name">tostring</tt> </tt>
<a name="L858"></a><tt class="py-lineno"> 858</tt>  <tt class="py-line">        <tt class="py-keyword">elif</tt> <tt class="py-name">format</tt> <tt class="py-op">==</tt> <tt class="py-string">"spec"</tt><tt class="py-op">:</tt> </tt>
<a name="L859"></a><tt class="py-lineno"> 859</tt>  <tt class="py-line">            <tt class="py-keyword">return</tt> <tt class="py-name">self</tt><tt class="py-op">.</tt><tt id="link-67" class="py-name" targets="Method cornetto.cornet.Cornet._rel_to_spec()=cornetto.cornet.Cornet-class.html#_rel_to_spec"><a title="cornetto.cornet.Cornet._rel_to_spec" class="py-name" href="#" onclick="return doclink('link-67', '_rel_to_spec', 'link-67');">_rel_to_spec</a></tt> </tt>
<a name="L860"></a><tt class="py-lineno"> 860</tt>  <tt class="py-line">        <tt class="py-keyword">elif</tt> <tt class="py-name">format</tt> <tt class="py-op">==</tt> <tt class="py-string">"raw"</tt><tt class="py-op">:</tt> </tt>
<a name="L861"></a><tt class="py-lineno"> 861</tt>  <tt class="py-line">            <tt class="py-keyword">return</tt> <tt class="py-keyword">lambda</tt> <tt class="py-name">lu</tt><tt class="py-op">:</tt> <tt class="py-name">lu</tt> </tt>
<a name="L862"></a><tt class="py-lineno"> 862</tt>  <tt class="py-line">        <tt class="py-keyword">else</tt><tt class="py-op">:</tt> </tt>
<a name="L863"></a><tt class="py-lineno"> 863</tt>  <tt class="py-line">            <tt class="py-keyword">raise</tt> <tt class="py-name">ValueError</tt><tt class="py-op">(</tt><tt class="py-string">"unknown output format: "</tt> <tt class="py-op">+</tt> <tt class="py-name">format</tt><tt class="py-op">)</tt> </tt>
</div><a name="L864"></a><tt class="py-lineno"> 864</tt>  <tt class="py-line">         </tt>
<a name="L865"></a><tt class="py-lineno"> 865</tt>  <tt class="py-line">         </tt>
<a name="Cornet._rel_to_spec"></a><div id="Cornet._rel_to_spec-def"><a name="L866"></a><tt class="py-lineno"> 866</tt> <a class="py-toggle" href="#" id="Cornet._rel_to_spec-toggle" onclick="return toggle('Cornet._rel_to_spec');">-</a><tt class="py-line">    <tt class="py-keyword">def</tt> <a class="py-def-name" href="cornetto.cornet.Cornet-class.html#_rel_to_spec">_rel_to_spec</a><tt class="py-op">(</tt><tt class="py-param">self</tt><tt class="py-op">,</tt> <tt class="py-param">edge</tt><tt class="py-op">)</tt><tt class="py-op">:</tt> </tt>
</div><div id="Cornet._rel_to_spec-collapsed" style="display:none;" pad="++++" indent="++++++++"></div><div id="Cornet._rel_to_spec-expanded"><a name="L867"></a><tt class="py-lineno"> 867</tt>  <tt class="py-line">        <tt class="py-keyword">return</tt> <tt class="py-name">edge</tt><tt class="py-op">.</tt><tt class="py-name">get</tt><tt class="py-op">(</tt><tt class="py-string">"relation"</tt><tt class="py-op">)</tt> </tt>
</div><a name="L868"></a><tt class="py-lineno"> 868</tt>  <tt class="py-line">     </tt>
<a name="L869"></a><tt class="py-lineno"> 869</tt>  <tt class="py-line">     </tt>
<a name="Cornet._rel_to_xml"></a><div id="Cornet._rel_to_xml-def"><a name="L870"></a><tt class="py-lineno"> 870</tt> <a class="py-toggle" href="#" id="Cornet._rel_to_xml-toggle" onclick="return toggle('Cornet._rel_to_xml');">-</a><tt class="py-line">    <tt class="py-keyword">def</tt> <a class="py-def-name" href="cornetto.cornet.Cornet-class.html#_rel_to_xml">_rel_to_xml</a><tt class="py-op">(</tt><tt class="py-param">self</tt><tt class="py-op">,</tt> <tt class="py-param">edge</tt><tt class="py-op">)</tt><tt class="py-op">:</tt> </tt>
</div><div id="Cornet._rel_to_xml-collapsed" style="display:none;" pad="++++" indent="++++++++"></div><div id="Cornet._rel_to_xml-expanded"><a name="L871"></a><tt class="py-lineno"> 871</tt>  <tt class="py-line">        <tt class="py-keyword">return</tt> <tt class="py-string">'&lt;relation relation_name="%s"&gt;'</tt> <tt class="py-op">%</tt> <tt class="py-name">edge</tt><tt class="py-op">.</tt><tt class="py-name">get</tt><tt class="py-op">(</tt><tt class="py-string">"relation"</tt><tt class="py-op">)</tt> </tt>
</div><a name="L872"></a><tt class="py-lineno"> 872</tt>  <tt class="py-line">         </tt>
<a name="L873"></a><tt class="py-lineno"> 873</tt>  <tt class="py-line"> </tt>
<a name="L874"></a><tt class="py-lineno"> 874</tt>  <tt class="py-line">    <tt class="py-comment"># synset formatting</tt> </tt>
<a name="L875"></a><tt class="py-lineno"> 875</tt>  <tt class="py-line">     </tt>
<a name="Cornet._get_synset_formatter"></a><div id="Cornet._get_synset_formatter-def"><a name="L876"></a><tt class="py-lineno"> 876</tt> <a class="py-toggle" href="#" id="Cornet._get_synset_formatter-toggle" onclick="return toggle('Cornet._get_synset_formatter');">-</a><tt class="py-line">    <tt class="py-keyword">def</tt> <a class="py-def-name" href="cornetto.cornet.Cornet-class.html#_get_synset_formatter">_get_synset_formatter</a><tt class="py-op">(</tt><tt class="py-param">self</tt><tt class="py-op">,</tt> <tt class="py-param">format</tt><tt class="py-op">=</tt><tt class="py-name">None</tt><tt class="py-op">)</tt><tt class="py-op">:</tt> </tt>
</div><div id="Cornet._get_synset_formatter-collapsed" style="display:none;" pad="++++" indent="++++++++"></div><div id="Cornet._get_synset_formatter-expanded"><a name="L877"></a><tt class="py-lineno"> 877</tt>  <tt class="py-line">        <tt class="py-keyword">if</tt> <tt class="py-keyword">not</tt> <tt class="py-name">format</tt><tt class="py-op">:</tt> <tt class="py-name">format</tt> <tt class="py-op">=</tt> <tt class="py-name">self</tt><tt class="py-op">.</tt><tt class="py-name">_output_format</tt> </tt>
<a name="L878"></a><tt class="py-lineno"> 878</tt>  <tt class="py-line">         </tt>
<a name="L879"></a><tt class="py-lineno"> 879</tt>  <tt class="py-line">        <tt class="py-keyword">if</tt> <tt class="py-name">format</tt> <tt class="py-op">==</tt> <tt class="py-string">"spec"</tt><tt class="py-op">:</tt> </tt>
<a name="L880"></a><tt class="py-lineno"> 880</tt>  <tt class="py-line">            <tt class="py-keyword">return</tt> <tt class="py-name">self</tt><tt class="py-op">.</tt><tt id="link-68" class="py-name" targets="Method cornetto.cornet.Cornet._synset_to_specs()=cornetto.cornet.Cornet-class.html#_synset_to_specs"><a title="cornetto.cornet.Cornet._synset_to_specs" class="py-name" href="#" onclick="return doclink('link-68', '_synset_to_specs', 'link-68');">_synset_to_specs</a></tt> </tt>
<a name="L881"></a><tt class="py-lineno"> 881</tt>  <tt class="py-line">        <tt class="py-keyword">elif</tt> <tt class="py-name">format</tt> <tt class="py-op">==</tt> <tt class="py-string">"xml"</tt><tt class="py-op">:</tt> </tt>
<a name="L882"></a><tt class="py-lineno"> 882</tt>  <tt class="py-line">            <tt class="py-keyword">return</tt> <tt class="py-name">tostring</tt> </tt>
<a name="L883"></a><tt class="py-lineno"> 883</tt>  <tt class="py-line">        <tt class="py-keyword">elif</tt> <tt class="py-name">format</tt> <tt class="py-op">==</tt> <tt class="py-string">"raw"</tt><tt class="py-op">:</tt> </tt>
<a name="L884"></a><tt class="py-lineno"> 884</tt>  <tt class="py-line">            <tt class="py-keyword">return</tt> <tt class="py-keyword">lambda</tt> <tt class="py-name">lu</tt><tt class="py-op">:</tt> <tt class="py-name">lu</tt> </tt>
<a name="L885"></a><tt class="py-lineno"> 885</tt>  <tt class="py-line">        <tt class="py-keyword">else</tt><tt class="py-op">:</tt> </tt>
<a name="L886"></a><tt class="py-lineno"> 886</tt>  <tt class="py-line">            <tt class="py-keyword">raise</tt> <tt class="py-name">ValueError</tt><tt class="py-op">(</tt><tt class="py-string">"unknown output format: "</tt> <tt class="py-op">+</tt> <tt class="py-name">format</tt><tt class="py-op">)</tt> </tt>
</div><a name="L887"></a><tt class="py-lineno"> 887</tt>  <tt class="py-line"> </tt>
<a name="L888"></a><tt class="py-lineno"> 888</tt>  <tt class="py-line">         </tt>
<a name="Cornet._synset_to_specs"></a><div id="Cornet._synset_to_specs-def"><a name="L889"></a><tt class="py-lineno"> 889</tt> <a class="py-toggle" href="#" id="Cornet._synset_to_specs-toggle" onclick="return toggle('Cornet._synset_to_specs');">-</a><tt class="py-line">    <tt class="py-keyword">def</tt> <a class="py-def-name" href="cornetto.cornet.Cornet-class.html#_synset_to_specs">_synset_to_specs</a><tt class="py-op">(</tt><tt class="py-param">self</tt><tt class="py-op">,</tt> <tt class="py-param">synset</tt><tt class="py-op">)</tt><tt class="py-op">:</tt> </tt>
</div><div id="Cornet._synset_to_specs-collapsed" style="display:none;" pad="++++" indent="++++++++"></div><div id="Cornet._synset_to_specs-expanded"><a name="L890"></a><tt class="py-lineno"> 890</tt>  <tt class="py-line">        <tt class="py-name">specs</tt> <tt class="py-op">=</tt> <tt class="py-op">[</tt><tt class="py-op">]</tt> </tt>
<a name="L891"></a><tt class="py-lineno"> 891</tt>  <tt class="py-line">        <tt class="py-comment"># REMOVE-ME: a list a synonym lu id's, because cdb is still buggy and</tt> </tt>
<a name="L892"></a><tt class="py-lineno"> 892</tt>  <tt class="py-line">        <tt class="py-comment"># sometimes targets the same lu multiple times</tt> </tt>
<a name="L893"></a><tt class="py-lineno"> 893</tt>  <tt class="py-line">        <tt class="py-name">seen_lu_ids</tt> <tt class="py-op">=</tt> <tt class="py-op">[</tt><tt class="py-op">]</tt> </tt>
<a name="L894"></a><tt class="py-lineno"> 894</tt>  <tt class="py-line">         </tt>
<a name="L895"></a><tt class="py-lineno"> 895</tt>  <tt class="py-line">        <tt class="py-keyword">for</tt> <tt class="py-name">syn</tt> <tt class="py-keyword">in</tt> <tt class="py-name">synset</tt><tt class="py-op">.</tt><tt class="py-name">find</tt><tt class="py-op">(</tt><tt class="py-string">"synonyms"</tt><tt class="py-op">)</tt> <tt class="py-keyword">or</tt> <tt class="py-op">[</tt><tt class="py-op">]</tt><tt class="py-op">:</tt> </tt>
<a name="L896"></a><tt class="py-lineno"> 896</tt>  <tt class="py-line">            <tt class="py-name">c_lu_id</tt> <tt class="py-op">=</tt> <tt class="py-name">syn</tt><tt class="py-op">.</tt><tt class="py-name">get</tt><tt class="py-op">(</tt><tt class="py-string">"c_lu_id"</tt><tt class="py-op">)</tt> </tt>
<a name="L897"></a><tt class="py-lineno"> 897</tt>  <tt class="py-line">            <tt class="py-keyword">try</tt><tt class="py-op">:</tt> </tt>
<a name="L898"></a><tt class="py-lineno"> 898</tt>  <tt class="py-line">                <tt class="py-name">lu</tt> <tt class="py-op">=</tt> <tt class="py-name">self</tt><tt class="py-op">.</tt><tt class="py-name">_c_lu_id2lu</tt><tt class="py-op">[</tt><tt class="py-name">c_lu_id</tt><tt class="py-op">]</tt> </tt>
<a name="L899"></a><tt class="py-lineno"> 899</tt>  <tt class="py-line">            <tt class="py-keyword">except</tt> <tt class="py-name">KeyError</tt><tt class="py-op">:</tt> </tt>
<a name="L900"></a><tt class="py-lineno"> 900</tt>  <tt class="py-line">                <tt class="py-comment"># no lu with this id</tt> </tt>
<a name="L901"></a><tt class="py-lineno"> 901</tt>  <tt class="py-line">                <tt class="py-keyword">continue</tt> </tt>
<a name="L902"></a><tt class="py-lineno"> 902</tt>  <tt class="py-line"> </tt>
<a name="L903"></a><tt class="py-lineno"> 903</tt>  <tt class="py-line">            <tt class="py-keyword">if</tt> <tt class="py-name">c_lu_id</tt> <tt class="py-keyword">not</tt> <tt class="py-keyword">in</tt> <tt class="py-name">seen_lu_ids</tt><tt class="py-op">:</tt> </tt>
<a name="L904"></a><tt class="py-lineno"> 904</tt>  <tt class="py-line">                <tt class="py-name">specs</tt><tt class="py-op">.</tt><tt class="py-name">append</tt><tt class="py-op">(</tt><tt class="py-name">self</tt><tt class="py-op">.</tt><tt id="link-69" class="py-name"><a title="cornetto.cornet.Cornet._lu_to_spec" class="py-name" href="#" onclick="return doclink('link-69', '_lu_to_spec', 'link-62');">_lu_to_spec</a></tt><tt class="py-op">(</tt><tt class="py-name">lu</tt><tt class="py-op">)</tt><tt class="py-op">)</tt> </tt>
<a name="L905"></a><tt class="py-lineno"> 905</tt>  <tt class="py-line">                <tt class="py-name">seen_lu_ids</tt><tt class="py-op">.</tt><tt class="py-name">append</tt><tt class="py-op">(</tt><tt class="py-name">c_lu_id</tt><tt class="py-op">)</tt> </tt>
<a name="L906"></a><tt class="py-lineno"> 906</tt>  <tt class="py-line">             </tt>
<a name="L907"></a><tt class="py-lineno"> 907</tt>  <tt class="py-line">        <tt class="py-keyword">return</tt> <tt class="py-name">specs</tt> </tt>
</div><a name="L908"></a><tt class="py-lineno"> 908</tt>  <tt class="py-line">     </tt>
<a name="L909"></a><tt class="py-lineno"> 909</tt>  <tt class="py-line">     </tt>
<a name="L910"></a><tt class="py-lineno"> 910</tt>  <tt class="py-line">    <tt class="py-comment"># &lt;cdb_lu&gt; accessors</tt> </tt>
<a name="L911"></a><tt class="py-lineno"> 911</tt>  <tt class="py-line">     </tt>
<a name="Cornet._get_lu_form"></a><div id="Cornet._get_lu_form-def"><a name="L912"></a><tt class="py-lineno"> 912</tt> <a class="py-toggle" href="#" id="Cornet._get_lu_form-toggle" onclick="return toggle('Cornet._get_lu_form');">-</a><tt class="py-line">    <tt class="py-keyword">def</tt> <a class="py-def-name" href="cornetto.cornet.Cornet-class.html#_get_lu_form">_get_lu_form</a><tt class="py-op">(</tt><tt class="py-param">self</tt><tt class="py-op">,</tt> <tt class="py-param">lu</tt><tt class="py-op">)</tt><tt class="py-op">:</tt> </tt>
</div><div id="Cornet._get_lu_form-collapsed" style="display:none;" pad="++++" indent="++++++++"></div><div id="Cornet._get_lu_form-expanded"><a name="L913"></a><tt class="py-lineno"> 913</tt>  <tt class="py-line">        <tt class="py-keyword">try</tt><tt class="py-op">:</tt> </tt>
<a name="L914"></a><tt class="py-lineno"> 914</tt>  <tt class="py-line">            <tt class="py-keyword">return</tt> <tt class="py-name">lu</tt><tt class="py-op">.</tt><tt class="py-name">find</tt><tt class="py-op">(</tt><tt class="py-string">"form"</tt><tt class="py-op">)</tt><tt class="py-op">.</tt><tt class="py-name">get</tt><tt class="py-op">(</tt><tt class="py-string">"form-spelling"</tt><tt class="py-op">,</tt> <tt class="py-string">""</tt><tt class="py-op">)</tt>  </tt>
<a name="L915"></a><tt class="py-lineno"> 915</tt>  <tt class="py-line">        <tt class="py-keyword">except</tt> <tt class="py-name">AttributeError</tt><tt class="py-op">:</tt> </tt>
<a name="L916"></a><tt class="py-lineno"> 916</tt>  <tt class="py-line">            <tt class="py-comment"># &lt;form&gt; not found</tt> </tt>
<a name="L917"></a><tt class="py-lineno"> 917</tt>  <tt class="py-line">            <tt class="py-keyword">return</tt> <tt class="py-string">""</tt> </tt>
</div><a name="L918"></a><tt class="py-lineno"> 918</tt>  <tt class="py-line">     </tt>
<a name="L919"></a><tt class="py-lineno"> 919</tt>  <tt class="py-line">     </tt>
<a name="Cornet._get_lu_cat"></a><div id="Cornet._get_lu_cat-def"><a name="L920"></a><tt class="py-lineno"> 920</tt> <a class="py-toggle" href="#" id="Cornet._get_lu_cat-toggle" onclick="return toggle('Cornet._get_lu_cat');">-</a><tt class="py-line">    <tt class="py-keyword">def</tt> <a class="py-def-name" href="cornetto.cornet.Cornet-class.html#_get_lu_cat">_get_lu_cat</a><tt class="py-op">(</tt><tt class="py-param">self</tt><tt class="py-op">,</tt> <tt class="py-param">lu</tt><tt class="py-op">)</tt><tt class="py-op">:</tt> </tt>
</div><div id="Cornet._get_lu_cat-collapsed" style="display:none;" pad="++++" indent="++++++++"></div><div id="Cornet._get_lu_cat-expanded"><a name="L921"></a><tt class="py-lineno"> 921</tt>  <tt class="py-line">        <tt class="py-keyword">try</tt><tt class="py-op">:</tt> </tt>
<a name="L922"></a><tt class="py-lineno"> 922</tt>  <tt class="py-line">            <tt class="py-keyword">return</tt> <tt class="py-name">lu</tt><tt class="py-op">.</tt><tt class="py-name">find</tt><tt class="py-op">(</tt><tt class="py-string">"form"</tt><tt class="py-op">)</tt><tt class="py-op">.</tt><tt class="py-name">get</tt><tt class="py-op">(</tt><tt class="py-string">"form-cat"</tt><tt class="py-op">,</tt> <tt class="py-string">""</tt><tt class="py-op">)</tt>  </tt>
<a name="L923"></a><tt class="py-lineno"> 923</tt>  <tt class="py-line">        <tt class="py-keyword">except</tt> <tt class="py-name">AttributeError</tt><tt class="py-op">:</tt> </tt>
<a name="L924"></a><tt class="py-lineno"> 924</tt>  <tt class="py-line">            <tt class="py-comment"># &lt;form&gt; not found</tt> </tt>
<a name="L925"></a><tt class="py-lineno"> 925</tt>  <tt class="py-line">            <tt class="py-keyword">return</tt> <tt class="py-string">""</tt> </tt>
</div><a name="L926"></a><tt class="py-lineno"> 926</tt>  <tt class="py-line">     </tt>
<a name="L927"></a><tt class="py-lineno"> 927</tt>  <tt class="py-line">     </tt>
<a name="Cornet._get_lu_sense"></a><div id="Cornet._get_lu_sense-def"><a name="L928"></a><tt class="py-lineno"> 928</tt> <a class="py-toggle" href="#" id="Cornet._get_lu_sense-toggle" onclick="return toggle('Cornet._get_lu_sense');">-</a><tt class="py-line">    <tt class="py-keyword">def</tt> <a class="py-def-name" href="cornetto.cornet.Cornet-class.html#_get_lu_sense">_get_lu_sense</a><tt class="py-op">(</tt><tt class="py-param">self</tt><tt class="py-op">,</tt> <tt class="py-param">lu</tt><tt class="py-op">)</tt><tt class="py-op">:</tt> </tt>
</div><div id="Cornet._get_lu_sense-collapsed" style="display:none;" pad="++++" indent="++++++++"></div><div id="Cornet._get_lu_sense-expanded"><a name="L929"></a><tt class="py-lineno"> 929</tt>  <tt class="py-line">        <tt class="py-keyword">return</tt> <tt class="py-name">lu</tt><tt class="py-op">.</tt><tt class="py-name">get</tt><tt class="py-op">(</tt><tt class="py-string">"c_seq_nr"</tt><tt class="py-op">,</tt> <tt class="py-string">""</tt><tt class="py-op">)</tt> </tt>
</div><a name="L930"></a><tt class="py-lineno"> 930</tt>  <tt class="py-line">         </tt>
<a name="L931"></a><tt class="py-lineno"> 931</tt>  <tt class="py-line">     </tt>
<a name="Cornet._lu_has_cat"></a><div id="Cornet._lu_has_cat-def"><a name="L932"></a><tt class="py-lineno"> 932</tt> <a class="py-toggle" href="#" id="Cornet._lu_has_cat-toggle" onclick="return toggle('Cornet._lu_has_cat');">-</a><tt class="py-line">    <tt class="py-keyword">def</tt> <a class="py-def-name" href="cornetto.cornet.Cornet-class.html#_lu_has_cat">_lu_has_cat</a><tt class="py-op">(</tt><tt class="py-param">self</tt><tt class="py-op">,</tt> <tt class="py-param">lu</tt><tt class="py-op">,</tt> <tt class="py-param">cat</tt><tt class="py-op">)</tt><tt class="py-op">:</tt> </tt>
</div><div id="Cornet._lu_has_cat-collapsed" style="display:none;" pad="++++" indent="++++++++"></div><div id="Cornet._lu_has_cat-expanded"><a name="L933"></a><tt class="py-lineno"> 933</tt>  <tt class="py-line">        <tt class="py-keyword">try</tt><tt class="py-op">:</tt> </tt>
<a name="L934"></a><tt class="py-lineno"> 934</tt>  <tt class="py-line">            <tt class="py-comment"># value of "form-cat" can be "noun"/"NOUN"</tt> </tt>
<a name="L935"></a><tt class="py-lineno"> 935</tt>  <tt class="py-line">            <tt class="py-keyword">return</tt> <tt class="py-keyword">not</tt> <tt class="py-name">cat</tt> <tt class="py-keyword">or</tt> <tt class="py-name">lu</tt><tt class="py-op">.</tt><tt class="py-name">find</tt><tt class="py-op">(</tt><tt class="py-string">"form"</tt><tt class="py-op">)</tt><tt class="py-op">.</tt><tt class="py-name">get</tt><tt class="py-op">(</tt><tt class="py-string">"form-cat"</tt><tt class="py-op">)</tt><tt class="py-op">.</tt><tt class="py-name">lower</tt><tt class="py-op">(</tt><tt class="py-op">)</tt> <tt class="py-op">==</tt> <tt class="py-name">cat</tt> </tt>
<a name="L936"></a><tt class="py-lineno"> 936</tt>  <tt class="py-line">        <tt class="py-keyword">except</tt> <tt class="py-name">AttributeError</tt><tt class="py-op">:</tt> </tt>
<a name="L937"></a><tt class="py-lineno"> 937</tt>  <tt class="py-line">            <tt class="py-comment"># &lt;form&gt; not found</tt> </tt>
<a name="L938"></a><tt class="py-lineno"> 938</tt>  <tt class="py-line">            <tt class="py-keyword">return</tt> <tt class="py-string">""</tt> </tt>
</div><a name="L939"></a><tt class="py-lineno"> 939</tt>  <tt class="py-line">     </tt>
<a name="L940"></a><tt class="py-lineno"> 940</tt>  <tt class="py-line">     </tt>
<a name="Cornet._lu_has_sense"></a><div id="Cornet._lu_has_sense-def"><a name="L941"></a><tt class="py-lineno"> 941</tt> <a class="py-toggle" href="#" id="Cornet._lu_has_sense-toggle" onclick="return toggle('Cornet._lu_has_sense');">-</a><tt class="py-line">    <tt class="py-keyword">def</tt> <a class="py-def-name" href="cornetto.cornet.Cornet-class.html#_lu_has_sense">_lu_has_sense</a><tt class="py-op">(</tt><tt class="py-param">self</tt><tt class="py-op">,</tt> <tt class="py-param">lu</tt><tt class="py-op">,</tt> <tt class="py-param">sense</tt><tt class="py-op">)</tt><tt class="py-op">:</tt> </tt>
</div><div id="Cornet._lu_has_sense-collapsed" style="display:none;" pad="++++" indent="++++++++"></div><div id="Cornet._lu_has_sense-expanded"><a name="L942"></a><tt class="py-lineno"> 942</tt>  <tt class="py-line">        <tt class="py-keyword">return</tt> <tt class="py-keyword">not</tt> <tt class="py-name">sense</tt> <tt class="py-keyword">or</tt> <tt class="py-name">lu</tt><tt class="py-op">.</tt><tt class="py-name">get</tt><tt class="py-op">(</tt><tt class="py-string">"c_seq_nr"</tt><tt class="py-op">)</tt> <tt class="py-op">==</tt> <tt class="py-name">sense</tt> </tt>
</div><a name="L943"></a><tt class="py-lineno"> 943</tt>  <tt class="py-line"> </tt>
<a name="L944"></a><tt class="py-lineno"> 944</tt>  <tt class="py-line">     </tt>
<a name="L945"></a><tt class="py-lineno"> 945</tt>  <tt class="py-line">    <tt class="py-comment"># &lt;relations&gt; accessors</tt> </tt>
<a name="L946"></a><tt class="py-lineno"> 946</tt>  <tt class="py-line">     </tt>
<a name="Cornet._get_rel_name"></a><div id="Cornet._get_rel_name-def"><a name="L947"></a><tt class="py-lineno"> 947</tt> <a class="py-toggle" href="#" id="Cornet._get_rel_name-toggle" onclick="return toggle('Cornet._get_rel_name');">-</a><tt class="py-line">    <tt class="py-keyword">def</tt> <a class="py-def-name" href="cornetto.cornet.Cornet-class.html#_get_rel_name">_get_rel_name</a><tt class="py-op">(</tt><tt class="py-param">self</tt><tt class="py-op">,</tt> <tt class="py-param">edge</tt><tt class="py-op">)</tt><tt class="py-op">:</tt> </tt>
</div><div id="Cornet._get_rel_name-collapsed" style="display:none;" pad="++++" indent="++++++++"></div><div id="Cornet._get_rel_name-expanded"><a name="L948"></a><tt class="py-lineno"> 948</tt>  <tt class="py-line">        <tt class="py-keyword">return</tt> <tt class="py-name">edge</tt><tt class="py-op">.</tt><tt class="py-name">get</tt><tt class="py-op">(</tt><tt class="py-string">"relation"</tt><tt class="py-op">)</tt>  </tt>
</div><a name="L949"></a><tt class="py-lineno"> 949</tt>  <tt class="py-line">     </tt>
<a name="L950"></a><tt class="py-lineno"> 950</tt>  <tt class="py-line">     </tt>
<a name="Cornet._rel_has_name"></a><div id="Cornet._rel_has_name-def"><a name="L951"></a><tt class="py-lineno"> 951</tt> <a class="py-toggle" href="#" id="Cornet._rel_has_name-toggle" onclick="return toggle('Cornet._rel_has_name');">-</a><tt class="py-line">    <tt class="py-keyword">def</tt> <a class="py-def-name" href="cornetto.cornet.Cornet-class.html#_rel_has_name">_rel_has_name</a><tt class="py-op">(</tt><tt class="py-param">self</tt><tt class="py-op">,</tt> <tt class="py-param">edge</tt><tt class="py-op">,</tt> <tt class="py-param">name</tt><tt class="py-op">)</tt><tt class="py-op">:</tt> </tt>
</div><div id="Cornet._rel_has_name-collapsed" style="display:none;" pad="++++" indent="++++++++"></div><div id="Cornet._rel_has_name-expanded"><a name="L952"></a><tt class="py-lineno"> 952</tt>  <tt class="py-line">        <tt class="py-keyword">return</tt> <tt class="py-keyword">not</tt> <tt class="py-name">name</tt> <tt class="py-keyword">or</tt> <tt class="py-name">edge</tt><tt class="py-op">.</tt><tt class="py-name">get</tt><tt class="py-op">(</tt><tt class="py-string">"relation"</tt><tt class="py-op">)</tt> <tt class="py-op">==</tt> <tt class="py-name">name</tt>  </tt>
</div></div><a name="L953"></a><tt class="py-lineno"> 953</tt>  <tt class="py-line">         </tt>
<a name="L954"></a><tt class="py-lineno"> 954</tt>  <tt class="py-line">     </tt>
<a name="L955"></a><tt class="py-lineno"> 955</tt>  <tt class="py-line"> </tt>
<a name="L956"></a><tt class="py-lineno"> 956</tt>  <tt class="py-line">     </tt>
<a name="L957"></a><tt class="py-lineno"> 957</tt>  <tt class="py-line"><tt class="py-comment"># Debugging code</tt> </tt>
<a name="L958"></a><tt class="py-lineno"> 958</tt>  <tt class="py-line"> </tt>
<a name="L959"></a><tt class="py-lineno"> 959</tt>  <tt class="py-line"><tt class="py-comment"># Parsing cdb takes a long time. Therefore debugging is much faster if we</tt> </tt>
<a name="L960"></a><tt class="py-lineno"> 960</tt>  <tt class="py-line"><tt class="py-comment"># parse just once, like this:</tt> </tt>
<a name="L961"></a><tt class="py-lineno"> 961</tt>  <tt class="py-line"><tt class="py-comment">#</tt> </tt>
<a name="L962"></a><tt class="py-lineno"> 962</tt>  <tt class="py-line"><tt class="py-comment"># &gt;&gt;&gt; import cornetto.cornet as cornet</tt> </tt>
<a name="L963"></a><tt class="py-lineno"> 963</tt>  <tt class="py-line"><tt class="py-comment"># &gt;&gt;&gt; cornet._parse()</tt> </tt>
<a name="L964"></a><tt class="py-lineno"> 964</tt>  <tt class="py-line"><tt class="py-comment">#    </tt> </tt>
<a name="L965"></a><tt class="py-lineno"> 965</tt>  <tt class="py-line"><tt class="py-comment"># While debugging we inject the tables and graph in a Cornet instance:</tt> </tt>
<a name="L966"></a><tt class="py-lineno"> 966</tt>  <tt class="py-line"><tt class="py-comment"># </tt> </tt>
<a name="L967"></a><tt class="py-lineno"> 967</tt>  <tt class="py-line"><tt class="py-comment"># &gt;&gt;&gt; reload(cornet); c = cornet._get_cornet_instance()</tt> </tt>
<a name="L968"></a><tt class="py-lineno"> 968</tt>  <tt class="py-line"><tt class="py-comment">#</tt> </tt>
<a name="L969"></a><tt class="py-lineno"> 969</tt>  <tt class="py-line">     </tt>
<a name="L970"></a><tt class="py-lineno"> 970</tt>  <tt class="py-line">     </tt>
<a name="L971"></a><tt class="py-lineno"> 971</tt>  <tt class="py-line"><tt class="py-comment">#def _parse(cdb_lu="cdb_lu_minimal.xml", cdb_syn="cdb_syn_minimal.xml"):</tt> </tt>
<a name="L972"></a><tt class="py-lineno"> 972</tt>  <tt class="py-line">    <tt class="py-comment">#global form2lu, c_lu_id2lu, c_sy_id2synset, graph</tt> </tt>
<a name="L973"></a><tt class="py-lineno"> 973</tt>  <tt class="py-line">    <tt class="py-comment">#form2lu, c_lu_id2lu, c_sy_id2synset, graph = parse_cdb(cdb_lu, cdb_syn, verbose=True)</tt> </tt>
<a name="L974"></a><tt class="py-lineno"> 974</tt>  <tt class="py-line">     </tt>
<a name="L975"></a><tt class="py-lineno"> 975</tt>  <tt class="py-line"> </tt>
<a name="L976"></a><tt class="py-lineno"> 976</tt>  <tt class="py-line"><tt class="py-comment">#def _get_cornet_instance():</tt> </tt>
<a name="L977"></a><tt class="py-lineno"> 977</tt>  <tt class="py-line">    <tt class="py-comment">#c = Cornet()</tt> </tt>
<a name="L978"></a><tt class="py-lineno"> 978</tt>  <tt class="py-line">    <tt class="py-comment">#c._form2lu = form2lu</tt> </tt>
<a name="L979"></a><tt class="py-lineno"> 979</tt>  <tt class="py-line">    <tt class="py-comment">#c._c_lu_id2lu = c_lu_id2lu</tt> </tt>
<a name="L980"></a><tt class="py-lineno"> 980</tt>  <tt class="py-line">    <tt class="py-comment">#c._c_sy_id2synset =  c_sy_id2synset</tt> </tt>
<a name="L981"></a><tt class="py-lineno"> 981</tt>  <tt class="py-line">    <tt class="py-comment">#c._graph = graph</tt> </tt>
<a name="L982"></a><tt class="py-lineno"> 982</tt>  <tt class="py-line">    <tt class="py-comment">#return c</tt> </tt>
<a name="L983"></a><tt class="py-lineno"> 983</tt>  <tt class="py-line"> </tt>
<a name="L984"></a><tt class="py-lineno"> 984</tt>  <tt class="py-line"><tt class="py-comment">#def _dump_multi_edges(c):</tt> </tt>
<a name="L985"></a><tt class="py-lineno"> 985</tt>  <tt class="py-line">    <tt class="py-comment">#edges = c._graph.edges_iter()</tt> </tt>
<a name="L986"></a><tt class="py-lineno"> 986</tt>  <tt class="py-line">     </tt>
<a name="L987"></a><tt class="py-lineno"> 987</tt>  <tt class="py-line">    <tt class="py-comment">#while True:</tt> </tt>
<a name="L988"></a><tt class="py-lineno"> 988</tt>  <tt class="py-line">        <tt class="py-comment">#try:</tt> </tt>
<a name="L989"></a><tt class="py-lineno"> 989</tt>  <tt class="py-line">            <tt class="py-comment">#lu1, lu2 = edges.next()</tt> </tt>
<a name="L990"></a><tt class="py-lineno"> 990</tt>  <tt class="py-line">        <tt class="py-comment">#except StopIteration:</tt> </tt>
<a name="L991"></a><tt class="py-lineno"> 991</tt>  <tt class="py-line">            <tt class="py-comment">#break</tt> </tt>
<a name="L992"></a><tt class="py-lineno"> 992</tt>  <tt class="py-line">         </tt>
<a name="L993"></a><tt class="py-lineno"> 993</tt>  <tt class="py-line">        <tt class="py-comment">#d = c._graph[lu1][lu2]</tt> </tt>
<a name="L994"></a><tt class="py-lineno"> 994</tt>  <tt class="py-line">         </tt>
<a name="L995"></a><tt class="py-lineno"> 995</tt>  <tt class="py-line">        <tt class="py-comment">#if len(d) &gt; 1:</tt> </tt>
<a name="L996"></a><tt class="py-lineno"> 996</tt>  <tt class="py-line">            <tt class="py-comment">#relations = [d2["relation"] for d2 in d.values()]</tt> </tt>
<a name="L997"></a><tt class="py-lineno"> 997</tt>  <tt class="py-line">            <tt class="py-comment">#print c._lu_to_spec(lu1), ",".join(relations), c._lu_to_spec(lu2)</tt> </tt>
<a name="L998"></a><tt class="py-lineno"> 998</tt>  <tt class="py-line">         </tt>
<a name="L999"></a><tt class="py-lineno"> 999</tt>  <tt class="py-line">            <tt class="py-comment">#for i in range(len(d) - 1):</tt> </tt>
<a name="L1000"></a><tt class="py-lineno">1000</tt>  <tt class="py-line">                <tt class="py-comment">#edges.next()</tt> </tt>
<a name="L1001"></a><tt class="py-lineno">1001</tt>  <tt class="py-line"> </tt><script type="text/javascript">
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